From e13bf3913ffdd5103334a4d2b29864d2d9b7d002 Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Fri, 12 Aug 2022 00:34:20 +0200 Subject: [PATCH 01/57] first commit --- _blog.yml | 10 ++ assets/96_hf_bitsandbytes_integration/LLM.png | Bin 0 -> 61461 bytes .../MixedInt8.gif | Bin 0 -> 407567 bytes .../Model-stroage.png | Bin 0 -> 41694 bytes .../96_hf_bitsandbytes_integration/byte.png | Bin 0 -> 51315 bytes .../out-quant.gif | Bin 0 -> 240543 bytes .../quantization.png | Bin 0 -> 44937 bytes .../thumbnail.png | Bin 0 -> 45975 bytes hf-bitsandbytes-integration.md | 137 ++++++++++++++++++ 9 files changed, 147 insertions(+) create mode 100644 assets/96_hf_bitsandbytes_integration/LLM.png create mode 100644 assets/96_hf_bitsandbytes_integration/MixedInt8.gif create mode 100644 assets/96_hf_bitsandbytes_integration/Model-stroage.png create mode 100644 assets/96_hf_bitsandbytes_integration/byte.png create mode 100644 assets/96_hf_bitsandbytes_integration/out-quant.gif create mode 100644 assets/96_hf_bitsandbytes_integration/quantization.png create mode 100644 assets/96_hf_bitsandbytes_integration/thumbnail.png create mode 100644 hf-bitsandbytes-integration.md diff --git a/_blog.yml b/_blog.yml index 5acee7f41d..4e6a347886 100644 --- a/_blog.yml +++ b/_blog.yml @@ -1105,3 +1105,13 @@ tags: - guide - cv + +- local: hf-bitsandbytes-integration + title: "A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes" + author: ybelkada + thumbnail: /blog/assets/96_hf_bitsandbytes_integration/thumbnail.png + date: August 12, 2022 + tags: + - nlp + - llm + - quantization \ No newline at end of file diff --git a/assets/96_hf_bitsandbytes_integration/LLM.png b/assets/96_hf_bitsandbytes_integration/LLM.png new file mode 100644 index 0000000000000000000000000000000000000000..b33a4f00e0c360ba364769e7eb2b30b9dd816a6b GIT binary patch literal 61461 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0000000000..6a590c7dc7 --- /dev/null +++ b/hf-bitsandbytes-integration.md @@ -0,0 +1,137 @@ +--- +title: "A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes" +thumbnail: /blog/assets/96_hf_bitsandbytes_integration/thumbnail.png +--- + +# A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes + +

+ + + +# Introduction + +Language models are becoming larger: at the time of writing this blogpost, PaLM has 540B parameters, OPT, GPT-3 and BLOOM have around 176B parameters, and the current thread is clearly centered around large language models. Below is a qualitative diagram showing the size of some recent language models (original content). + +![LLM](assets/96_hf_bitsandbytes_integration/LLM.png) + +Therefore these models are hard to run on easily accessible devices. To properly run OPT-175B you would need to have around 5-6 NVIDIA A100 80GB, with each GPU costing ~15.000€. + +Running large models on fewer devices with no performance degradation will be an open challenge for the next few years. In the future, Hugging Face will certainly be hosting these large models as we did it for BLOOM, OPT and YaLM, and we want users to benefit from the most powerful tools to run these models efficiently. + +At Hugging Face and BigScience, while training BLOOM-176B we were interested in reducing the main model’s size with the least performance degradation possible. That is how we came out collaborating with bitsandbytes to integrate the recent “GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale” paper on transformers. We decided to integrate it since no post-training quantization is required to run this feature and you can reduce the memory footprint of the models at most by 2 for the largest models with few lines of code. Let’s understand in this blogpost how this method works in a nutshell and how to use it in transformers! + +# A high level look + +Let us start from the beginning. The size of the model is determined by the number of its parameters, and the precision of the model is mostly determined by the precision of the parameters. +Let’s imagine 1 bit as an available memory case to store a binary value (0 or 1), and 1 byte being a bigger memory that can store 8 bits. With one byte we can make 2^8=256 different patterns. 1 byte numbers have a limited precision and one should store numbers in 2 bytes (float16 or bfloat16), 4 bytes (float32) or 8 bytes (float64) to get more precision - aka to cover more possible patterns and store very precise numbers. + +![byte](assets/96_hf_bitsandbytes_integration/byte.png) + +By default, most common Deep Learning models are stored in float32 - fp32 (4 bytes per parameter) but Large language models are usually stored in half-precision, so either fp16 or bf16 precision (2 bytes per parameter) since the performance gap between fp32 models and fp16 is relatively acceptable. + +![Model-storage](assets/96_hf_bitsandbytes_integration/Model-storage.png) + +How is a model's size calculated in practice? For instance BLOOM-176B that has been trained and stored in bf16 has roughly a total size of 176.000.000.000 x 2 bytes = 352GB! Fitting correctly such a high memory requirement into GPU RAM would be quite challenging. +But what if we can store those weights using less memory using a different precision? A trick called quantization has been widely used in Deep Learning and let’s see how it works! + +# Quantizing models in few words + +How can we play with the precision of the parameters and reduce the model’s size? To improve accessibility and for edge device applications, 8-bit quantization methods have been developed and widely used in Deep Learning. In other words, reducing the half-precision model’s precision into 8-bit (instead of 16-bit) leads to significant memory footprint reduction. The most common types of 8-bit quantization techniques are zero-point quantization and absmax quantization. + +Zero-point quantization and absmax quantization maps the floating point values into more compact int8 (1 byte) values. To retrieve back the original value you would just need to divide the int8 value by the quantization factor. This has a price since ‘close enough’ floating points will probably be mapped to the same int8 value. Those small errors can be accumulated and propagated across the model’s layers and lead to potential performance degradation. + +![quantization](assets/96_hf_bitsandbytes_integration/quantization.png) + +(Image taken from: [this blogpost](https://intellabs.github.io/distiller/algo_quantization.html) ) + +To calculate the mapping between the fp16 number and its corresponding int8 number in absmax quantization you have to first define the quantization factor (this number will depend on the calibration method you chose - e.g. for absmax quantization we chose 255 or 127 divided by the absmax of the vector) and round the multiplication result between this factor and the original fp16 number. To retrieve back the latest, one can just divide in full precision the int8 number with the quantization factor. + +![out-quant.gif](assets/96_hf_bitsandbytes_integration/out-quant.gif) + +These tricks can be combined in several ways, row-wise or column-wise quantization when it comes to matrix multiplication for more accurate results. + +If you want to read more details about how classic quantization techniques work, we recommend to read this blogpost: https://intellabs.github.io/distiller/algo_quantization.html + +However, these methods are known to degrade performance, and they have been only studied for models with less than 350M parameters. Degradation-free quantization up to 350M parameters is poorly understood and multi-billion parameter quantization remains an open challenge. + +# Mixed int8 matrix multiplication for Large Language Models + +In simple words, 8-bit Matrix multiplication at Scale for transformers aims to perform the computation of the matrix multiplication in 3 steps: +1. Given the input hidden states extract the column-wise outliers and non-outliers +2. Perform the matrix multiplication of the outliers in fp16 and the non-outliers in int8 +3. Dequantize the non-outliers results and retrieve the full result in fp16 +Let’s try here to understand these procedures step by step. + +![Mixed-int8.gif](assets/96_hf_bitsandbytes_integration/Mixed-int8.gif) + +## What is an outlier in this case? + +In general, an outlier stands for a value that is outside the global distribution of some numbers. Given a set of numbers, the outlier is the number that is outside a certain pre-defined range. Outlier detection has been widely used and covered in the current literature and it happens that to perform robust outlier detection the empirical approach seems to be the best one. According to this paper, transformer-based architectures have a distribution such that ~99.9% of the values are inside the range [-6, 6]. + +## Inside the MatMul + +Once the hidden states are computed we extract the outliers using a custom threshold (here we use 6.0) and we decompose the matrix in two parts as explained above. +The outlier part is done in fp16 so it is a classic matrix multiplication whereas the 8bit matrix multiplication is done by quantizing the weights and hidden states using row-wise absmax quantization for the hidden states and column-wise absmax quantization for the weight matrix. +After this step the results are de-quantized and retrieved back in half precision to be able to add it to the first matrix multiplication. + +## Why don’t we care about the bias term? + +Simply because the output of this algorithm is in fp16 which is the same precision as the bias term! + +## What does 0 degradation mean? + +How can we properly evaluate the performance degradation of this method? How much quality do we lose in terms of generation when using 8-bit models? +We have ran several common tasks benchmarks with the 8-bit and native model using lm-eval-harness and reported the results: + +TODO: add the tables + +We indeed observe 0 performance degradation for those models since the absolute difference of the metrics are all below the standard error (except for BLOOM-int8 which is slightly better than the native model on lambada). For more detailed performance evaluation against state of the art approaches you may look closely at the paper! + +# How to use it in transformers + +By collaborating with bitsandbytes we now support loading models in mixed 8bit as described in the paper cited above. If you match the requirements, you can test this method with a few lines of code and benefit from it, and potentially run large models on your devices! The method has been mainly tested on NLP models including BLOOM, OPT and T5! + +## Hardware requirements + +Some 8-bit operations are not supported on the CPU. bitsandbytes can be run on 8-bit tensor cores-supported hardwares, which are Turing and Ampere GPUs (RTX 20s, RTX 30s, A40-A100, T4+). For example, Google Colab GPUs are usually NIVIDIA T4 GPUs and the latest generation of GPUs does support 8-bit cores. Our demo is based on Google Colab so check it out below! + +## Installation + +Just install the latest version of the libraries using the commands below (make sure that you are using python>=3.8) and run the commands below to try out + +TODO: add the commands + +# Scope of improvements + +Although this method seems to be great for large models, we have identified several scope of improvements that can be tackled in the future for better usage! + +## Inference speed and slowing down on smaller models + +We have noticed that we retain the same inference speed on the native model than on the mixed-8bit model for very large language models (BLOOM-176B). However this method can significantly slow down inference speed on small models (<6b parameters models) this is due to the various internal casting steps that occur inside each 8bit-Linear layer. +As a future work, one could try to improve that and see how the inference speed can be reduced on small models, probably by avoiding the casting operations. +TODO: add benchmark inference +## Saving 8-bit state dicts on the Hub + +For now 8-bit state dicts cannot be pushed on the Hub and loaded directly into the 8-bit model. This is because the statistics (outliers) computed by the model are not stored and considered inside the state dict for now. We believe that being able to save that and push it on the Hub could help for better accessibility (e.g. loading a T5-large or T0pp on Google Colab without using a lot of CPU ram for weight loading). +## CPU support + +As stated in the beginning of this blogpost, CPU devices do not support B-bit cores. But can we overcome that? Being able to run this module on CPUs could also largely help in terms of accessibility and broader usage. + +## Scaling up on other modalities + +For now very large models are mainly language models. Very large vision, audio and multi-modal models might become more accessible in the next few years therefore leveraging this method on these models might be an interesting thing to do for better accessibility. 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deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 6a590c7dc7..14671adba3 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -13,11 +13,18 @@ thumbnail: /blog/assets/96_hf_bitsandbytes_integration/thumbnail.png

- +
Younes Younes Belkada +
+
+ + +
+ Tim + Tim Dettmers guest
@@ -25,24 +32,29 @@ thumbnail: /blog/assets/96_hf_bitsandbytes_integration/thumbnail.png # Introduction -Language models are becoming larger: at the time of writing this blogpost, PaLM has 540B parameters, OPT, GPT-3 and BLOOM have around 176B parameters, and the current thread is clearly centered around large language models. Below is a qualitative diagram showing the size of some recent language models (original content). +Language models are becoming larger: at the time of writing this blogpost, PaLM has 540B parameters, OPT, GPT-3 and BLOOM have around 176B parameters, and the current trend is still towards larger language models. Below is a qualitative diagram showing the size of some recent language models (original content). ![LLM](assets/96_hf_bitsandbytes_integration/LLM.png) -Therefore these models are hard to run on easily accessible devices. To properly run OPT-175B you would need to have around 5-6 NVIDIA A100 80GB, with each GPU costing ~15.000€. +Therefore these models are hard to run on easily accessible devices. To properly run OPT-175B you would need to have around 5-6 NVIDIA A100 80GB, with each GPU costing ~15.000$. + +While running an open-source version of PaLM would be even more expensive, we at Hugging Face will certainly want to host these even larger models, just as we did for BLOOM, OPT, YaLM, so that the community can benefit from these powerful tools. + +Because these large models require a lot of resources to be run, it is a priotity to develop methods that allow us to run large models on less devices. To represent these large models faithfully however, we want to reduce the required number of devices and preserve performance at the same time – not an easy challenge for quantization and distillation approaches. Running large models on fewer devices with no performance degradation will be an open challenge for the next few years. In the future, Hugging Face will certainly be hosting these large models as we did it for BLOOM, OPT and YaLM, and we want users to benefit from the most powerful tools to run these models efficiently. -At Hugging Face and BigScience, while training BLOOM-176B we were interested in reducing the main model’s size with the least performance degradation possible. That is how we came out collaborating with bitsandbytes to integrate the recent “GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale” paper on transformers. We decided to integrate it since no post-training quantization is required to run this feature and you can reduce the memory footprint of the models at most by 2 for the largest models with few lines of code. Let’s understand in this blogpost how this method works in a nutshell and how to use it in transformers! +At Hugging Face and BigScience, while training BLOOM-176B we were interested in reducing the main model’s size with the least performance degradation possible. That is how we came out collaborating with bitsandbytes to integrate the recent “GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale'' paper on transformers. We decided to integrate it since no post-training quantization is required to run this feature and you can reduce the memory footprint of the models by 2x for the largest models with few lines of code. Let’s understand in this blogpost how this method works in a nutshell and how to use it in transformers! # A high level look Let us start from the beginning. The size of the model is determined by the number of its parameters, and the precision of the model is mostly determined by the precision of the parameters. -Let’s imagine 1 bit as an available memory case to store a binary value (0 or 1), and 1 byte being a bigger memory that can store 8 bits. With one byte we can make 2^8=256 different patterns. 1 byte numbers have a limited precision and one should store numbers in 2 bytes (float16 or bfloat16), 4 bytes (float32) or 8 bytes (float64) to get more precision - aka to cover more possible patterns and store very precise numbers. +Let’s imagine 1 bit as an available memory case to store a binary value (0 or 1), and 1 byte being a bigger memory case that can store 8 bits. With one byte we can make 2^8=256 different patterns. Usually, 256 different values offers too limited precision and one should store numbers in 2 bytes (float16 or bfloat16), 4 bytes (float32) or 8 bytes (float64) to get more precision - aka to cover more possible patterns and store very precise numbers. For example, 2 bytes can store 65536 patterns. + ![byte](assets/96_hf_bitsandbytes_integration/byte.png) -By default, most common Deep Learning models are stored in float32 - fp32 (4 bytes per parameter) but Large language models are usually stored in half-precision, so either fp16 or bf16 precision (2 bytes per parameter) since the performance gap between fp32 models and fp16 is relatively acceptable. +By default, most common Deep Learning models are stored in float32 - fp32 (4 bytes per parameter) but Large language models are usually stored in half-precision, so either fp16 or bf16 precision (2 bytes per parameter) since the performance gap between fp32 models and fp16 is relatively acceptable, and fp16/bf16 allows for faster training that requires less memory. ![Model-storage](assets/96_hf_bitsandbytes_integration/Model-storage.png) @@ -51,23 +63,26 @@ But what if we can store those weights using less memory using a different preci # Quantizing models in few words -How can we play with the precision of the parameters and reduce the model’s size? To improve accessibility and for edge device applications, 8-bit quantization methods have been developed and widely used in Deep Learning. In other words, reducing the half-precision model’s precision into 8-bit (instead of 16-bit) leads to significant memory footprint reduction. The most common types of 8-bit quantization techniques are zero-point quantization and absmax quantization. +How can we play with the precision of the parameters and reduce the model’s size? To improve accessibility for edge device applications, 8-bit quantization methods have been developed and widely used in Deep Learning. In other words, reducing the half-precision model’s precision into 8-bit (instead of 16-bit) leads to significant memory footprint reduction. -Zero-point quantization and absmax quantization maps the floating point values into more compact int8 (1 byte) values. To retrieve back the original value you would just need to divide the int8 value by the quantization factor. This has a price since ‘close enough’ floating points will probably be mapped to the same int8 value. Those small errors can be accumulated and propagated across the model’s layers and lead to potential performance degradation. +Quantization is done by essentially “rounding” from one data type to another. For example, if one data type has the range 0..9 and another 0..4 then the value “4” in the first data type would be rounded to “2” in the second data type. However, if we have the value “3” in the first data type, it lies between 1 and 2 of the second data type and we would usually round to “2”. This shows that both value “4” and “3” of the first data type have the same value “2” in the second data type. This highlights, that quantization is a noisy process that can lead to degradation of the information stored. + +The most common types of 8-bit quantization techniques are zero-point quantization and absolute maximum (absmax) quantization. Zero-point quantization and absmax quantization maps the floating point values into more compact int8 (1 byte) values. What these methods do as a first step towards quantization is to normalize the input by scaling by a quantization constant. For example, if my range is -1.0…1.0 and I want to quantize into the range -127…127, I want to scale by the factor 127 before rounding to the 8-bit value. To retrieve back the original value you would just need to divide the int8 value by the quantization factor 127. For example, the value 0.3 would be scaled to 0.3*127 = 38.1. Through rounding we get the value of 38. If we reverse this, we get 38/127=0.2992 – we have a quantization error of 0.008 in this example. Those small errors can be accumulated and propagated across the model’s layers and lead to potential performance degradation. ![quantization](assets/96_hf_bitsandbytes_integration/quantization.png) (Image taken from: [this blogpost](https://intellabs.github.io/distiller/algo_quantization.html) ) -To calculate the mapping between the fp16 number and its corresponding int8 number in absmax quantization you have to first define the quantization factor (this number will depend on the calibration method you chose - e.g. for absmax quantization we chose 255 or 127 divided by the absmax of the vector) and round the multiplication result between this factor and the original fp16 number. To retrieve back the latest, one can just divide in full precision the int8 number with the quantization factor. +While the examples above were some toy examples, we now look at the details of absmax quantization. To calculate the mapping between the fp16 number and its corresponding int8 number in absmax quantization you have to first divide by the absolute maximum value of the tensor, and then multiply by the total range of the data type. For example, Int8 has a range of [-127, 127] and thus we scale by 127. For unsigned Int8, we would subtract the minimum and scale by the absolute maximum. This is close to what zero-point quantization does, a min-max scaling with the difference that zero-point quantization maintains scales the values in such a way that the value “0” is always represented by an integer without any quantization error. To retrieve back the latest, one can just divide in full precision the int8 number with the quantization factor. ![out-quant.gif](assets/96_hf_bitsandbytes_integration/out-quant.gif) -These tricks can be combined in several ways, row-wise or column-wise quantization when it comes to matrix multiplication for more accurate results. +These tricks can be combined in several ways, for example row-wise or vector-wise quantization when it comes to matrix multiplication for more accurate results. + +If you want to read more details about how classic quantization techniques work, we recommend to read this [blogpost](https://intellabs.github.io/distiller/algo_quantization.html), or read the GPT3.int8() paper (link). -If you want to read more details about how classic quantization techniques work, we recommend to read this blogpost: https://intellabs.github.io/distiller/algo_quantization.html +While these basic techniques enable us to quantize transformers, they usually lead to a drop in accuracy. The bnb-int8 implementation that we integrated into our transformers and accelerate libraries is the first technique that does not degrade performance even for large models with 176B parameters, such as BLOOM. How does this work? -However, these methods are known to degrade performance, and they have been only studied for models with less than 350M parameters. Degradation-free quantization up to 350M parameters is poorly understood and multi-billion parameter quantization remains an open challenge. # Mixed int8 matrix multiplication for Large Language Models @@ -98,13 +113,51 @@ Simply because the output of this algorithm is in fp16 which is the same precisi How can we properly evaluate the performance degradation of this method? How much quality do we lose in terms of generation when using 8-bit models? We have ran several common tasks benchmarks with the 8-bit and native model using lm-eval-harness and reported the results: -TODO: add the tables +| benchmarks | OPT-175B | difference | +| ---------- | --------- | ---------------- | +| name | metric | value - int8 - 6 | value - fp16 | err - int8 - 6 | err - fp16 | \- | +| hellaswag | acc\_norm | 0.7849 | 0.7849 | 0.0041 | 0.0041 | 0 | +| hellaswag | acc | 0.5921 | 0.5931 | 0.0049 | 0.0049 | 0.001 | +| piqa | acc | 0.7965 | 0.7959 | 0.0094 | 0.0094 | 0.0006 | +| piqa | acc\_norm | 0.8101 | 0.8107 | 0.0092 | 0.0091 | 0.0006 | +| lambada | ppl | 3.0142 | 3.0152 | 0.0552 | 0.0552 | 0.001 | +| lambada | acc | 0.7464 | 0.7466 | 0.0061 | 0.0061 | 0.0002 | +| winogrande | acc | 0.7174 | 0.7245 | 0.0127 | 0.0125 | 0.0071 | + +And the results on BLOOM-176: + +| benchmarks | BLOOM176B | difference | +| ---------- | --------- | ---------------- | +| name | metric | value - int8 - 6 | value - bf16 | err - int8 - 6 | err - bf16 | \- | +| hellaswag | acc\_norm | 0.7274 | 0.7303 | 0.0044 | 0.0044 | 0.0029 | +| hellaswag | acc | 0.5563 | 0.5584 | 0.005 | 0.005 | 0.0021 | +| piqa | acc | 0.7835 | 0.7884 | 0.0096 | 0.0095 | 0.0049 | +| piqa | acc\_norm | 0.7922 | 0.7911 | 0.0095 | 0.0095 | 0.0011 | +| lambada | ppl | 3.9191 | 3.931 | 0.0842 | 0.0846 | 0.0119 | +| lambada | acc | 0.6808 | 0.6718 | 0.0065 | 0.0065 | 0.009 | +| winogrande | acc | 0.7048 | 0.7048 | 0.0128 | 0.0128 | 0 | + We indeed observe 0 performance degradation for those models since the absolute difference of the metrics are all below the standard error (except for BLOOM-int8 which is slightly better than the native model on lambada). For more detailed performance evaluation against state of the art approaches you may look closely at the paper! -# How to use it in transformers +## Is it faster than native models? + +We benchmarked the inference speed of int8 models on different models, although we are close to having the same speed than the native model for large models (tested on BLOOM-176) the inference speed seems to be much slower than the native model on smaller models. + +| Model | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | +| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | +| BLOOM-176-int8 | 176B | 4xA100 80GB | 282 | 37.5 | 10.2 | +| BLOOM-176-bf16 | 176B | 8xA100 80GB | 239 | 32 | 9.9 | +| BLOOM-176-int8 | 176B | 6xA100 40GB | 365 | 46.7 | 12.4 | +| BLOOM-176-int8 | 176B | 5xA100 40GB | 367 | 46.4 | oom | +| BLOOM-176-bf16 | 176B | 14xA100 40GB | 285 | 36.5 | 10.4 | +| T5-11b | fp16 | 11B | 2xT4 15GB | 11.7 | 1.7 | 0.5 | +| T5-11b | int8 | 11B | 1xT4 15GB | 43.5 | 5.3 | 1.3 | +| T5-3b | fp32 | 3B | 2xT4 15GB | 45 | 7.2 | 3.1 | +| T5-3b | int8 | 3B | 1xT4 15GB | 312 | 39.1 | 10.2 | -By collaborating with bitsandbytes we now support loading models in mixed 8bit as described in the paper cited above. If you match the requirements, you can test this method with a few lines of code and benefit from it, and potentially run large models on your devices! The method has been mainly tested on NLP models including BLOOM, OPT and T5! + +# How to use it in transformers ## Hardware requirements @@ -114,8 +167,17 @@ Some 8-bit operations are not supported on the CPU. bitsandbytes can be run on 8 Just install the latest version of the libraries using the commands below (make sure that you are using python>=3.8) and run the commands below to try out -TODO: add the commands +```bash +pip install accelerate +pip install bitsandbytes +pip install git+https://github.com/huggingface/transformers.git +``` +## Example demos - running T5 11b on a Google Colab + +Checkout the Google colab demos for running 8bit models on a Google Colab using BLOOM-3b model ! https://colab.research.google.com/drive/1qOjXfQIAULfKvZqwCen8-MoWKGdSatZ4 +Or this demo for 8-bit T5-3b & T5-11b! +https://colab.research.google.com/drive/1YORPWx4okIHXnjW7MSAidXN29mPVNT7F?usp=sharing # Scope of improvements Although this method seems to be great for large models, we have identified several scope of improvements that can be tackled in the future for better usage! @@ -124,7 +186,7 @@ Although this method seems to be great for large models, we have identified seve We have noticed that we retain the same inference speed on the native model than on the mixed-8bit model for very large language models (BLOOM-176B). However this method can significantly slow down inference speed on small models (<6b parameters models) this is due to the various internal casting steps that occur inside each 8bit-Linear layer. As a future work, one could try to improve that and see how the inference speed can be reduced on small models, probably by avoiding the casting operations. -TODO: add benchmark inference + ## Saving 8-bit state dicts on the Hub For now 8-bit state dicts cannot be pushed on the Hub and loaded directly into the 8-bit model. This is because the statistics (outliers) computed by the model are not stored and considered inside the state dict for now. We believe that being able to save that and push it on the Hub could help for better accessibility (e.g. loading a T5-large or T0pp on Google Colab without using a lot of CPU ram for weight loading). 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<49240599+younesbelkada@users.noreply.github.com> Date: Fri, 12 Aug 2022 17:07:50 +0200 Subject: [PATCH 05/57] Update _blog.yml --- _blog.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/_blog.yml b/_blog.yml index 4e6a347886..c039882f96 100644 --- a/_blog.yml +++ b/_blog.yml @@ -1109,7 +1109,7 @@ - local: hf-bitsandbytes-integration title: "A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes" author: ybelkada - thumbnail: /blog/assets/96_hf_bitsandbytes_integration/thumbnail.png + thumbnail: /blog/assets/96_hf_bitsandbytes_integration/thumbnail_blue.png date: August 12, 2022 tags: - nlp From 4cc7cbffcf371c342552af5512d2df75928e8d85 Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Fri, 12 Aug 2022 21:50:34 +0200 Subject: [PATCH 06/57] rename files --- .../{MixedInt8.gif => Mixed-int8.gif} | Bin .../{Model-stroage.png => Model-storage.png} | Bin 2 files changed, 0 insertions(+), 0 deletions(-) rename assets/96_hf_bitsandbytes_integration/{MixedInt8.gif => Mixed-int8.gif} (100%) rename assets/96_hf_bitsandbytes_integration/{Model-stroage.png => Model-storage.png} (100%) diff --git a/assets/96_hf_bitsandbytes_integration/MixedInt8.gif b/assets/96_hf_bitsandbytes_integration/Mixed-int8.gif similarity index 100% rename from assets/96_hf_bitsandbytes_integration/MixedInt8.gif rename to assets/96_hf_bitsandbytes_integration/Mixed-int8.gif diff --git a/assets/96_hf_bitsandbytes_integration/Model-stroage.png b/assets/96_hf_bitsandbytes_integration/Model-storage.png similarity index 100% rename from assets/96_hf_bitsandbytes_integration/Model-stroage.png rename to assets/96_hf_bitsandbytes_integration/Model-storage.png From 9ed399b7bb6dde245c94ca0106507cb89d7e12ca Mon Sep 17 00:00:00 2001 From: Younes Belkada <49240599+younesbelkada@users.noreply.github.com> Date: Fri, 12 Aug 2022 23:04:16 +0200 Subject: [PATCH 07/57] Apply suggestions from code review Co-authored-by: Stas Bekman --- hf-bitsandbytes-integration.md | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 14671adba3..fcb2581a19 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -36,9 +36,9 @@ Language models are becoming larger: at the time of writing this blogpost, PaLM ![LLM](assets/96_hf_bitsandbytes_integration/LLM.png) -Therefore these models are hard to run on easily accessible devices. To properly run OPT-175B you would need to have around 5-6 NVIDIA A100 80GB, with each GPU costing ~15.000$. +Therefore these models are hard to run on easily accessible devices. To properly run BLOOM-175B you would need to have around 5-6 NVIDIA 80GB A100 GPUs , at ~$15k a piece. -While running an open-source version of PaLM would be even more expensive, we at Hugging Face will certainly want to host these even larger models, just as we did for BLOOM, OPT, YaLM, so that the community can benefit from these powerful tools. +While running an open-source version of PaLM would be even more expensive, we at Hugging Face will certainly want to host these even larger models, just as we did for BLOOM, OPT, YaLM, so that the community can benefit from these powerful models. Because these large models require a lot of resources to be run, it is a priotity to develop methods that allow us to run large models on less devices. To represent these large models faithfully however, we want to reduce the required number of devices and preserve performance at the same time – not an easy challenge for quantization and distillation approaches. @@ -48,7 +48,9 @@ At Hugging Face and BigScience, while training BLOOM-176B we were interested in # A high level look -Let us start from the beginning. The size of the model is determined by the number of its parameters, and the precision of the model is mostly determined by the precision of the parameters. +Let us start at the beginning. + +The size of the model is determined by the number of its parameters, and their precision, typically one of float32, float16 or bfloat16. Let’s imagine 1 bit as an available memory case to store a binary value (0 or 1), and 1 byte being a bigger memory case that can store 8 bits. With one byte we can make 2^8=256 different patterns. Usually, 256 different values offers too limited precision and one should store numbers in 2 bytes (float16 or bfloat16), 4 bytes (float32) or 8 bytes (float64) to get more precision - aka to cover more possible patterns and store very precise numbers. For example, 2 bytes can store 65536 patterns. @@ -58,10 +60,10 @@ By default, most common Deep Learning models are stored in float32 - fp32 (4 byt ![Model-storage](assets/96_hf_bitsandbytes_integration/Model-storage.png) -How is a model's size calculated in practice? For instance BLOOM-176B that has been trained and stored in bf16 has roughly a total size of 176.000.000.000 x 2 bytes = 352GB! Fitting correctly such a high memory requirement into GPU RAM would be quite challenging. +To calculate the model size in bytes one multiplies the number of parameters by the size of the chosen precision in bytes. For instance, If we use the bfloat16 version of the BLOOM-176B model we have `176*10**9 x 2 bytes = 352GB`! As discussed earlier this is quite a challenge to fit into a few GPUs. But what if we can store those weights using less memory using a different precision? A trick called quantization has been widely used in Deep Learning and let’s see how it works! -# Quantizing models in few words +# Quantizing models in a few words How can we play with the precision of the parameters and reduce the model’s size? To improve accessibility for edge device applications, 8-bit quantization methods have been developed and widely used in Deep Learning. In other words, reducing the half-precision model’s precision into 8-bit (instead of 16-bit) leads to significant memory footprint reduction. From e598e7b472597d3573a965335e6c34faa6a25f29 Mon Sep 17 00:00:00 2001 From: Younes Belkada <49240599+younesbelkada@users.noreply.github.com> Date: Fri, 12 Aug 2022 23:08:52 +0200 Subject: [PATCH 08/57] Apply suggestions from code review --- hf-bitsandbytes-integration.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index fcb2581a19..c489548cd4 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -40,13 +40,12 @@ Therefore these models are hard to run on easily accessible devices. To properly While running an open-source version of PaLM would be even more expensive, we at Hugging Face will certainly want to host these even larger models, just as we did for BLOOM, OPT, YaLM, so that the community can benefit from these powerful models. -Because these large models require a lot of resources to be run, it is a priotity to develop methods that allow us to run large models on less devices. To represent these large models faithfully however, we want to reduce the required number of devices and preserve performance at the same time – not an easy challenge for quantization and distillation approaches. +Because these large models require a lot of resources to be run, it is a priotity to develop methods that allow us to run large models on less devices. To represent these large models faithfully however, we want to reduce the required number of devices and preserve performance at the same time – not an easy challenge for quantization and distillation approaches. Therefore, running these models on fewer devices with no performance degradation will be an open challenge for the next few years. -Running large models on fewer devices with no performance degradation will be an open challenge for the next few years. In the future, Hugging Face will certainly be hosting these large models as we did it for BLOOM, OPT and YaLM, and we want users to benefit from the most powerful tools to run these models efficiently. At Hugging Face and BigScience, while training BLOOM-176B we were interested in reducing the main model’s size with the least performance degradation possible. That is how we came out collaborating with bitsandbytes to integrate the recent “GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale'' paper on transformers. We decided to integrate it since no post-training quantization is required to run this feature and you can reduce the memory footprint of the models by 2x for the largest models with few lines of code. Let’s understand in this blogpost how this method works in a nutshell and how to use it in transformers! -# A high level look +# A low level look Let us start at the beginning. 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z2))}d6B`6k945W`q9bu*RTHNdIOIO=VRVv4-S3D#nO$2-mp$E8pG_mJ&EB#(-HDx%*44I&5wPj3dtCJ@-WgXufP$u*c3`IM zj~{?k=-JLjlgj)rZ*K!`*0NH2Oj>eJaG4I6M^+ARxXkdfGr z9A9xCYm6xlaoZ1FCBBFH&0(>HCbbq@8IIkF%(2GKfu&|3MoJuH=q13;p^3(fCpM;@ zM^aE$uQSJhaLi-3RU)IbhGJOuzi*95Acl$K#8GC_KB1ZHV}oCV{ZN^*Fnom5sB-sm z%e0hU&;>4*r*aw`c@4rmAbUNVNLh9ouE2Fk^aW9$*w8P_q2{@D70S1}F_Ti_y>Zfj z(0@_vnxC&29!bamlYJt=R8AgTx8nZ#-#+tD-W&d6f;Z-X#vs!*vPl>T0NTF$#q@yB zd}qZQPS89Ii9BU~KrQ_aqlI52H4pu}9vlEYzkkf>q~@UtU+@8165k;{8QZgIGO%?pl!v3FF*h3F*otOko_q(HUJKwp{!7pb)cUt?nZs@<^;biYf?P=rnk6(es z!QV-8pB~_iS!eR-ss7n<&jvg{6xdO Date: Fri, 12 Aug 2022 22:26:18 -0700 Subject: [PATCH 10/57] re-write text: part 1 --- hf-bitsandbytes-integration.md | 144 ++++++++++++++++++--------------- 1 file changed, 80 insertions(+), 64 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 4f1e878f4f..baf50a7f6b 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -3,7 +3,7 @@ title: "A Gentle Introduction to 8-bit Matrix Multiplication for transformers at thumbnail: /blog/assets/96_hf_bitsandbytes_integration/thumbnail.png --- -# A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes +# A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using HuggingFace Transformers, Accelerate and BitsAndBytes

+![thumbnail](assets/96_hf_bitsandbytes_integration/thumbnail.png) + # Introduction Language models have been becoming larger all the time. At the time of this writing, PaLM has 540B parameters, OPT, GPT-3 and BLOOM have around 176B parameters, and the current trend is towards even larger models. Below is a qualitative diagram showing the size of some recent language models. From b093193eb7f41221ebcb401171f6d73c3bd35e48 Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Sat, 13 Aug 2022 20:48:07 +0200 Subject: [PATCH 20/57] add more text + fix table --- hf-bitsandbytes-integration.md | 83 ++++++++++++++++++---------------- 1 file changed, 43 insertions(+), 40 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 70b2b922d9..d282b78505 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -36,22 +36,24 @@ thumbnail: /blog/assets/96_hf_bitsandbytes_integration/thumbnail.png Language models have been becoming larger all the time. At the time of this writing, PaLM has 540B parameters, OPT, GPT-3 and BLOOM have around 176B parameters, and the current trend is towards even larger models. Below is a qualitative diagram showing the size of some recent language models. -From the past few years, the language models are becoming a widely used tool in several fiels such as ... At this same time, PaLM has 540B parameters, OPT, GPT-3 and BLOOM have around 176B parameters, and the current trend is towards even larger models. Below is a qualitative diagram showing the size of some recent language models. +![LLM](assets/96_hf_bitsandbytes_integration/LLM.png) +At this same time, PaLM has 540B parameters, OPT, GPT-3 and BLOOM have around 176B parameters, and the current trend is towards even larger models. -![LLM](assets/96_hf_bitsandbytes_integration/LLM.png) Therefore, these models are hard to run on easily accessible devices. For example, just to do inference on BLOOM-175B you would need to have 8x 80GB A100 GPUs (~$15k each), and 72 of those GPUs to finetune. Much larger models, like PaLM would require even more resources. -Because these huge models require so many GPUs to run, we need to find ways to reduce these requirements, while preserving fast performance. Various technologies have been developed that try to shrink the model size, you may have heard of quantization and distillation, and there are many others. +Because these huge models require so many GPUs to run, we need to find ways to reduce these requirements, while preserving model's performance. Various technologies have been developed that try to shrink the model size, you may have heard of quantization and distillation, and there are many others. At Hugging Face and BigScience, after completing the training of BLOOM-176B, one of the approaches we took is to collaborate with `bitsandbytes` and integrate the technology described in the recent "GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale" paper into Hugging Face Transformers. We chose to integrate it since no post-training quantization is required to run this method and you can reduce the memory footprint of the models by 2x for any model by adding just a few lines of code. -This article focuses on providing a high level overview of this quantization technology and exposing the challenges and long-term objectives of this collaboration. +This article focuses on giving a high-level overview of this quantization technology, outlining the difficulties in incorporating it into the `transformers` library, and drawing up the long-term goals of this partnership. + +What elements affect a model's size? What makes BLOOM 350GB? Let's begin by gradually going over a few basic premises. # Common data types used in Machine Learning -Let us start with the basic understanding of different floating point data types, which are also referred to as "precision" in the context of Machine Learning. +We start with the basic understanding of different floating point data types, which are also referred to as "precision" in the context of Machine Learning. The size of a model is determined by the number of its parameters, and their precision, typically one of float32, float16 or bfloat16. @@ -116,7 +118,7 @@ While these basic techniques enable us to quantize transformers, they usually le # A gentle summary of mixed int8 matrix multiplication for Large Language Models -Authors have demonstrated how crucial it is to comprehend the scale-dependent emergent properties of transformers in order to understand why traditional quantization fails for big models. They demonstrate that performance deterioration is caused by outlier features. Together, let's look at how this works step by step. +Authors have demonstrated how crucial it is to comprehend the scale-dependent emergent properties of transformers in order to understand why traditional quantization fails for big models. They demonstrate that performance deterioration is caused by outlier features. In essence, 8-bit Matrix Multiplication at Scale for Transformers seeks to complete the matrix multiplication computation in three steps: 1. From the input hidden states, extract the outliers and non-outliers by column. @@ -148,29 +150,29 @@ After this step the results are de-quantized and retrieved back in half precisio How can we properly evaluate the performance degradation of this method? How much quality do we lose in terms of generation when using 8-bit models? We have ran several common tasks benchmarks with the 8-bit and native model using lm-eval-harness and reported the results: -| benchmarks | OPT-175B | difference | | | | | -| ---------- | --------- | ---------------- | | | | | -| name | metric | value - int8 - 6 | value - fp16 | err - int8 - 6 | err - fp16 | \- | -| hellaswag | acc\_norm | 0.7849 | 0.7849 | 0.0041 | 0.0041 | 0 | -| hellaswag | acc | 0.5921 | 0.5931 | 0.0049 | 0.0049 | 0.001 | -| piqa | acc | 0.7965 | 0.7959 | 0.0094 | 0.0094 | 0.0006 | -| piqa | acc\_norm | 0.8101 | 0.8107 | 0.0092 | 0.0091 | 0.0006 | -| lambada | ppl | 3.0142 | 3.0152 | 0.0552 | 0.0552 | 0.001 | -| lambada | acc | 0.7464 | 0.7466 | 0.0061 | 0.0061 | 0.0002 | -| winogrande | acc | 0.7174 | 0.7245 | 0.0127 | 0.0125 | 0.0071 | +| benchmarks | OPT-175B | difference | +| ---------- | --------- | ---------------- | +| name | metric | value - int8 - 6 | value - fp16 | err - int8 - 6 | err - fp16 | \- | +| hellaswag | acc\_norm | 0.7849 | 0.7849 | 0.0041 | 0.0041 | 0 | +| hellaswag | acc | 0.5921 | 0.5931 | 0.0049 | 0.0049 | 0.001 | +| piqa | acc | 0.7965 | 0.7959 | 0.0094 | 0.0094 | 0.0006 | +| piqa | acc\_norm | 0.8101 | 0.8107 | 0.0092 | 0.0091 | 0.0006 | +| lambada | ppl | 3.0142 | 3.0152 | 0.0552 | 0.0552 | 0.001 | +| lambada | acc | 0.7464 | 0.7466 | 0.0061 | 0.0061 | 0.0002 | +| winogrande | acc | 0.7174 | 0.7245 | 0.0127 | 0.0125 | 0.0071 | And the results on BLOOM-176: -| benchmarks | BLOOM176B | difference | | | | | -| ---------- | --------- | ---------------- | | | | | -| name | metric | value - int8 - 6 | value - bf16 | err - int8 - 6 | err - bf16 | \- | -| hellaswag | acc\_norm | 0.7274 | 0.7303 | 0.0044 | 0.0044 | 0.0029 | -| hellaswag | acc | 0.5563 | 0.5584 | 0.005 | 0.005 | 0.0021 | -| piqa | acc | 0.7835 | 0.7884 | 0.0096 | 0.0095 | 0.0049 | -| piqa | acc\_norm | 0.7922 | 0.7911 | 0.0095 | 0.0095 | 0.0011 | -| lambada | ppl | 3.9191 | 3.931 | 0.0842 | 0.0846 | 0.0119 | -| lambada | acc | 0.6808 | 0.6718 | 0.0065 | 0.0065 | 0.009 | -| winogrande | acc | 0.7048 | 0.7048 | 0.0128 | 0.0128 | 0 | +| benchmarks | BLOOM176B | difference | +| ---------- | --------- | ---------------- | +| name | metric | value - int8 - 6 | value - bf16 | err - int8 - 6 | err - bf16 | \- | +| hellaswag | acc\_norm | 0.7274 | 0.7303 | 0.0044 | 0.0044 | 0.0029 | +| hellaswag | acc | 0.5563 | 0.5584 | 0.005 | 0.005 | 0.0021 | +| piqa | acc | 0.7835 | 0.7884 | 0.0096 | 0.0095 | 0.0049 | +| piqa | acc\_norm | 0.7922 | 0.7911 | 0.0095 | 0.0095 | 0.0011 | +| lambada | ppl | 3.9191 | 3.931 | 0.0842 | 0.0846 | 0.0119 | +| lambada | acc | 0.6808 | 0.6718 | 0.0065 | 0.0065 | 0.009 | +| winogrande | acc | 0.7048 | 0.7048 | 0.0128 | 0.0128 | 0 | We indeed observe 0 performance degradation for those models since the absolute difference of the metrics are all below the standard error (except for BLOOM-int8 which is slightly better than the native model on lambada). For more detailed performance evaluation against state of the art approaches you may look closely at the paper! @@ -179,27 +181,28 @@ We indeed observe 0 performance degradation for those models since the absolute We benchmarked the inference speed of int8 models on different models, although we are close to having the same speed than the native model for large models (tested on BLOOM-176) the inference speed seems to be much slower than the native model on smaller models. -| Model | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | | -| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | | -| BLOOM-176-int8 | 176B | 4xA100 80GB | 282 | 37.5 | 10.2 | | -| BLOOM-176-bf16 | 176B | 8xA100 80GB | 239 | 32 | 9.9 | | -| BLOOM-176-int8 | 176B | 6xA100 40GB | 365 | 46.7 | 12.4 | | -| BLOOM-176-int8 | 176B | 5xA100 40GB | 367 | 46.4 | oom | | -| BLOOM-176-bf16 | 176B | 14xA100 40GB | 285 | 36.5 | 10.4 | | -| T5-11b | fp16 | 11B | 2xT4 15GB | 11.7 | 1.7 | 0.5 | -| T5-11b | int8 | 11B | 1xT4 15GB | 43.5 | 5.3 | 1.3 | -| T5-3b | fp32 | 3B | 2xT4 15GB | 45 | 7.2 | 3.1 | -| T5-3b | int8 | 3B | 1xT4 15GB | 312 | 39.1 | 10.2 | +| Model | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | +| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | +| BLOOM-176-int8 | 176B | 4xA100 80GB | 282 | 37.5 | 10.2 | +| BLOOM-176-bf16 | 176B | 8xA100 80GB | 239 | 32 | 9.9 | +| BLOOM-176-int8 | 176B | 6xA100 40GB | 365 | 46.7 | 12.4 | +| BLOOM-176-int8 | 176B | 5xA100 40GB | 367 | 46.4 | oom | +| BLOOM-176-bf16 | 176B | 14xA100 40GB | 285 | 36.5 | 10.4 | +| T5-11b | fp16 | 11B | 2xT4 15GB | 11.7 | 1.7 | 0.5 | +| T5-11b | int8 | 11B | 1xT4 15GB | 43.5 | 5.3 | 1.3 | +| T5-3b | fp32 | 3B | 2xT4 15GB | 45 | 7.2 | 3.1 | +| T5-3b | int8 | 3B | 1xT4 15GB | 312 | 39.1 | 10.2 | + For more technical deep-dive of the method, we highly suggest you to check Tim Dettmers' blog : (link) # Which technology to use for `transformers` integration? -How were these technologies incorporated into the `transformers` library? What were the difficulties we faced and the main technologies we employed in the integration project? Let's examin everything in the next sections! +How were these technologies incorporated into the `transformers` library? What were the difficulties we faced and the main techniques we employed in the integration project? Let's examine everything in the next sections! ## How to use it in `bitsandbytes` library? -The module that is responsible of the whole magic described in this blogpost is called `Linear8bitLt` module and you can easily import from `bitsandbytes` library. The latest derives from a classic `torch.nn` Module and be easily used and deployed in your architecture with the commands described below. Let's walk through step by step with a specific usecase, let's say you want to convert a shallow model in int8 using `bitsandbytes`, here is all what you need to know: +The module that is responsible of the whole magic described in this blogpost is called `Linear8bitLt` module and you can easily import from `bitsandbytes` library. The latest derives from a classic `torch.nn` Module and be easily used and deployed in your architecture with the commands described below. Let's walk through step by step with a specific usecase: let's say you want to convert a shallow model in int8 using `bitsandbytes`, here is all what you need to know: 1. First we need the correct imports below! @@ -385,7 +388,7 @@ Once you load your model and set it on the correct devices, sometimes you still ## Wrapping up all together -Therefore the ultimate recipe you need is: +Therefore the ultimate recipe is: 1. Initialize a model in the `meta` device with the correct modules 2. Set the parameters one by one on the correct GPU device and make sure you never do this procedure twice! 3. Put new keyword arguments in the correct place everywhere, and add some nice documentation From 7f66c85aa37745198be8de9d92c2d96c7f2ab9c1 Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Sat, 13 Aug 2022 20:51:23 +0200 Subject: [PATCH 21/57] fix table --- hf-bitsandbytes-integration.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index d282b78505..afd9e43c48 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -150,7 +150,7 @@ After this step the results are de-quantized and retrieved back in half precisio How can we properly evaluate the performance degradation of this method? How much quality do we lose in terms of generation when using 8-bit models? We have ran several common tasks benchmarks with the 8-bit and native model using lm-eval-harness and reported the results: -| benchmarks | OPT-175B | difference | +| benchmarks | | | | difference | | ---------- | --------- | ---------------- | | name | metric | value - int8 - 6 | value - fp16 | err - int8 - 6 | err - fp16 | \- | | hellaswag | acc\_norm | 0.7849 | 0.7849 | 0.0041 | 0.0041 | 0 | @@ -163,7 +163,7 @@ We have ran several common tasks benchmarks with the 8-bit and native model usin And the results on BLOOM-176: -| benchmarks | BLOOM176B | difference | +| benchmarks | | | | difference | | ---------- | --------- | ---------------- | | name | metric | value - int8 - 6 | value - bf16 | err - int8 - 6 | err - bf16 | \- | | hellaswag | acc\_norm | 0.7274 | 0.7303 | 0.0044 | 0.0044 | 0.0029 | From c3b3c16498f011adcc0c89cb285558e9eb299d82 Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Sat, 13 Aug 2022 21:00:40 +0200 Subject: [PATCH 22/57] fix tables --- hf-bitsandbytes-integration.md | 62 +++++++++++++++++----------------- 1 file changed, 31 insertions(+), 31 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index afd9e43c48..307ccc9497 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -150,29 +150,29 @@ After this step the results are de-quantized and retrieved back in half precisio How can we properly evaluate the performance degradation of this method? How much quality do we lose in terms of generation when using 8-bit models? We have ran several common tasks benchmarks with the 8-bit and native model using lm-eval-harness and reported the results: -| benchmarks | | | | difference | -| ---------- | --------- | ---------------- | -| name | metric | value - int8 - 6 | value - fp16 | err - int8 - 6 | err - fp16 | \- | -| hellaswag | acc\_norm | 0.7849 | 0.7849 | 0.0041 | 0.0041 | 0 | -| hellaswag | acc | 0.5921 | 0.5931 | 0.0049 | 0.0049 | 0.001 | -| piqa | acc | 0.7965 | 0.7959 | 0.0094 | 0.0094 | 0.0006 | -| piqa | acc\_norm | 0.8101 | 0.8107 | 0.0092 | 0.0091 | 0.0006 | -| lambada | ppl | 3.0142 | 3.0152 | 0.0552 | 0.0552 | 0.001 | -| lambada | acc | 0.7464 | 0.7466 | 0.0061 | 0.0061 | 0.0002 | -| winogrande | acc | 0.7174 | 0.7245 | 0.0127 | 0.0125 | 0.0071 | +| benchmarks | OPT-175B | | | | | difference | +| ---------- | --------- | ---------------- | -------------------- | -------------------- | -------------------- | -------------------- | +| name | metric | value - int8 - 6 | value - fp16 | err - int8 - 6 | err - fp16 | - | +| hellaswag | acc\_norm | 0.7849 | 0.7849 | 0.0041 | 0.0041 | 0 | +| hellaswag | acc | 0.5921 | 0.5931 | 0.0049 | 0.0049 | 0.001 | +| piqa | acc | 0.7965 | 0.7959 | 0.0094 | 0.0094 | 0.0006 | +| piqa | acc\_norm | 0.8101 | 0.8107 | 0.0092 | 0.0091 | 0.0006 | +| lambada | ppl | 3.0142 | 3.0152 | 0.0552 | 0.0552 | 0.001 | +| lambada | acc | 0.7464 | 0.7466 | 0.0061 | 0.0061 | 0.0002 | +| winogrande | acc | 0.7174 | 0.7245 | 0.0127 | 0.0125 | 0.0071 | And the results on BLOOM-176: -| benchmarks | | | | difference | -| ---------- | --------- | ---------------- | -| name | metric | value - int8 - 6 | value - bf16 | err - int8 - 6 | err - bf16 | \- | -| hellaswag | acc\_norm | 0.7274 | 0.7303 | 0.0044 | 0.0044 | 0.0029 | -| hellaswag | acc | 0.5563 | 0.5584 | 0.005 | 0.005 | 0.0021 | -| piqa | acc | 0.7835 | 0.7884 | 0.0096 | 0.0095 | 0.0049 | -| piqa | acc\_norm | 0.7922 | 0.7911 | 0.0095 | 0.0095 | 0.0011 | -| lambada | ppl | 3.9191 | 3.931 | 0.0842 | 0.0846 | 0.0119 | -| lambada | acc | 0.6808 | 0.6718 | 0.0065 | 0.0065 | 0.009 | -| winogrande | acc | 0.7048 | 0.7048 | 0.0128 | 0.0128 | 0 | +| benchmarks | BLOOM176B | | | | | difference | +| ---------- | --------- | ---------------- | -------------------- | -------------------- | -------------------- | -------------------- | +| name | metric | value - int8 - 6 | value - bf16 | err - int8 - 6 | err - bf16 | \- | +| hellaswag | acc\_norm | 0.7274 | 0.7303 | 0.0044 | 0.0044 | 0.0029 | +| hellaswag | acc | 0.5563 | 0.5584 | 0.005 | 0.005 | 0.0021 | +| piqa | acc | 0.7835 | 0.7884 | 0.0096 | 0.0095 | 0.0049 | +| piqa | acc\_norm | 0.7922 | 0.7911 | 0.0095 | 0.0095 | 0.0011 | +| lambada | ppl | 3.9191 | 3.931 | 0.0842 | 0.0846 | 0.0119 | +| lambada | acc | 0.6808 | 0.6718 | 0.0065 | 0.0065 | 0.009 | +| winogrande | acc | 0.7048 | 0.7048 | 0.0128 | 0.0128 | 0 | We indeed observe 0 performance degradation for those models since the absolute difference of the metrics are all below the standard error (except for BLOOM-int8 which is slightly better than the native model on lambada). For more detailed performance evaluation against state of the art approaches you may look closely at the paper! @@ -181,17 +181,17 @@ We indeed observe 0 performance degradation for those models since the absolute We benchmarked the inference speed of int8 models on different models, although we are close to having the same speed than the native model for large models (tested on BLOOM-176) the inference speed seems to be much slower than the native model on smaller models. -| Model | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | -| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | -| BLOOM-176-int8 | 176B | 4xA100 80GB | 282 | 37.5 | 10.2 | -| BLOOM-176-bf16 | 176B | 8xA100 80GB | 239 | 32 | 9.9 | -| BLOOM-176-int8 | 176B | 6xA100 40GB | 365 | 46.7 | 12.4 | -| BLOOM-176-int8 | 176B | 5xA100 40GB | 367 | 46.4 | oom | -| BLOOM-176-bf16 | 176B | 14xA100 40GB | 285 | 36.5 | 10.4 | -| T5-11b | fp16 | 11B | 2xT4 15GB | 11.7 | 1.7 | 0.5 | -| T5-11b | int8 | 11B | 1xT4 15GB | 43.5 | 5.3 | 1.3 | -| T5-3b | fp32 | 3B | 2xT4 15GB | 45 | 7.2 | 3.1 | -| T5-3b | int8 | 3B | 1xT4 15GB | 312 | 39.1 | 10.2 | +| Model | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | +| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | +| BLOOM-176-int8 | 176B | 4xA100 80GB | 282 | 37.5 | 10.2 | | +| BLOOM-176-bf16 | 176B | 8xA100 80GB | 239 | 32 | 9.9 | | +| BLOOM-176-int8 | 176B | 6xA100 40GB | 365 | 46.7 | 12.4 | | +| BLOOM-176-int8 | 176B | 5xA100 40GB | 367 | 46.4 | oom | | +| BLOOM-176-bf16 | 176B | 14xA100 40GB | 285 | 36.5 | 10.4 | | +| T5-11b-fp16 | 11B | 2xT4 15GB | 11.7 | 1.7 | 0.5 | +| T5-11b-int8 | 11B | 1xT4 15GB | 43.5 | 5.3 | 1.3 | +| T5-3b-fp32 | 3B | 2xT4 15GB | 45 | 7.2 | 3.1 | +| T5-3b-int8 | 3B | 1xT4 15GB | 312 | 39.1 | 10.2 | For more technical deep-dive of the method, we highly suggest you to check Tim Dettmers' blog : (link) From e9c5eccb2882f50329e7a772b4a776b68b09d3ac Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Sat, 13 Aug 2022 21:01:45 +0200 Subject: [PATCH 23/57] add stas as author --- hf-bitsandbytes-integration.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 307ccc9497..25ecdacdbe 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -28,6 +28,13 @@ thumbnail: /blog/assets/96_hf_bitsandbytes_integration/thumbnail.png guest
+ + +
+ stas + Stas Bekman +
+
![thumbnail](assets/96_hf_bitsandbytes_integration/thumbnail.png) From 7042366ad5760329dc7e6a32ef1d3fd89c196f9f Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Sat, 13 Aug 2022 21:09:17 +0200 Subject: [PATCH 24/57] add a last sentence --- hf-bitsandbytes-integration.md | 1 + 1 file changed, 1 insertion(+) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 25ecdacdbe..1e876a07cb 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -400,6 +400,7 @@ Therefore the ultimate recipe is: 2. Set the parameters one by one on the correct GPU device and make sure you never do this procedure twice! 3. Put new keyword arguments in the correct place everywhere, and add some nice documentation 4. Add very extensive tests! Check our tests [here](https://github.com/huggingface/transformers/blob/main/tests/mixed_int8/test_mixed_int8.py) for more details +This may sound quite easy, but actually went through a lot of hard debugging sessions with sometimes debugging CUDA kernels together! All that said, this integration adventure was very fun, deep diving and doing some "surgery" on different libraries to align everything and make it work was pure fun! From a18447df87807cc062e138461d3e869b02f95c48 Mon Sep 17 00:00:00 2001 From: Stas Bekman Date: Sat, 13 Aug 2022 22:11:53 -0700 Subject: [PATCH 25/57] edit some more --- hf-bitsandbytes-integration.md | 68 +++++++++++++++++++--------------- 1 file changed, 39 insertions(+), 29 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 1e876a07cb..12094e7c91 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -45,7 +45,7 @@ Language models have been becoming larger all the time. At the time of this writ ![LLM](assets/96_hf_bitsandbytes_integration/LLM.png) -At this same time, PaLM has 540B parameters, OPT, GPT-3 and BLOOM have around 176B parameters, and the current trend is towards even larger models. +At this same time, PaLM has 540B parameters, OPT, GPT-3 and BLOOM have around 176B parameters, and the current trend is towards even larger models. Therefore, these models are hard to run on easily accessible devices. For example, just to do inference on BLOOM-175B you would need to have 8x 80GB A100 GPUs (~$15k each), and 72 of those GPUs to finetune. Much larger models, like PaLM would require even more resources. @@ -68,6 +68,9 @@ Float32 (FP32) stands for the standard 32-bit floating point representation. Wit ![FP32](assets/96_hf_bitsandbytes_integration/FP32.png) +XXX: for all images that aren't original should add the link to the source page. original don't need to say original ;) +XXX: actually, perhaps we should use just one image https://blogs.nvidia.com/wp-content/uploads/2020/05/tf32-Mantissa-chart-hi-res-FINAL.png from https://blogs.nvidia.com/blog/2020/05/14/tensorfloat-32-precision-format/ as it nicely aligns all the 4 formats and it's easier for the user to see the important difference at once. + In the float16 (FP16) data type, 5 bits are reserved for the exponent and 10 bits are reserved for the mantissa. This makes the representable range of FP16 numbers much lower than FP32. This exposes FP16 numbers to the risk of overflowing (trying to represent a number that is very large) and underflowing (representing a number that is very small). ![FP16](assets/96_hf_bitsandbytes_integration/FP16.png) @@ -81,13 +84,12 @@ Thus a new format bfloat16 (BF16) was created to overcome this issue. In BF16, 8 This means that in BF16 we can retain the same dynamic range as FP32. But we lose 3 bits of precision. Now there is absolutely no problem with huge numbers, but the precision is worse than FP16 here. -In the Ampere architecture NVIDIA also introduced TensorFloat-32 (TF32) precision format, which combines the dynamic range of BF16 and precision of FP16, which uses 19 bits. But it's currently only used internally only during certain operations. +In the Ampere architecture NVIDIA also introduced [TensorFloat-32](https://blogs.nvidia.com/blog/2020/05/14/tensorfloat-32-precision-format/) (TF32) precision format, which combines the dynamic range of BF16 and precision of FP16, which uses 19 bits. But it's currently only used internally only during certain operations. ![TF32](assets/96_hf_bitsandbytes_integration/TF32.png) In the machine learning jargon FP32 is called full precision (4 bytes), while BF16 and FP16 are referred to as half-precision (2 bytes). -On top of that, the int8 (INT8) data type consists of a 8-bit representation that can store 2^8 different values (between [0, 255] or [-128, 127] for signed integrers). - +On top of that, the int8 (INT8) data type consists of a 8-bit representation that can store 2^8 different values (between [0, 255] or [-128, 127] for signed integrers). While, ideally the training and inference should be done in FP32, it is usually quite expensive and therefore a mixed precision approach is used where some parts of the training loop is done in FP32 while the other in either BF16 or FP16. The lower precision also runs faster. @@ -102,47 +104,55 @@ But what if we can store those weights using less memory using a different data # Introduction to model quantization -How can we play with the precision of the parameters and reduce the model’s size? To improve accessibility for edge device applications, 8-bit quantization methods have been developed and widely used in Deep Learning. In other words, reducing the half-precision model’s precision into 8-bit (instead of 16-bit) leads to significant memory footprint reduction. +Experientially we have discovered that instead of using the 4-byte fp32 precision, we can get an almost identical inference outcome with 2-byte bf16/fp32 half-precision, which halves the model size. It'd be amazing to cut it further, but the inference quality outcome starts to drop dramatically at lower precision. + +To remediate that 8-bit quantization method has been introduced. In this method a quarter precision is used and thus needing only 1/4th of the model size! But it's not done by just dropping a further half the bits. -Quantization is done by essentially “rounding” from one data type to another. For example, if one data type has the range 0..9 and another 0..4 then the value “4” in the first data type would be rounded to “2” in the second data type. However, if we have the value “3” in the first data type, it lies between 1 and 2 of the second data type and we would usually round to “2”. This shows that both value “4” and “3” of the first data type have the same value “2” in the second data type. This highlights, that quantization is a noisy process that can lead to degradation of the information stored. +Quantization is done by essentially “rounding” from one data type to another. For example, if one data type has the range 0..9 and another 0..4 then the value “4” in the first data type would be rounded to “2” in the second data type. However, if we have the value “3” in the first data type, it lies between 1 and 2 of the second data type and we would usually round to “2”. This shows that both value “4” and “3” of the first data type have the same value “2” in the second data type. This highlights, that quantization is a noisy process that can lead to information loss. This is a sort of lossy compression. -The most common types of 8-bit quantization techniques are zero-point quantization and absolute maximum (absmax) quantization. Zero-point quantization and absmax quantization maps the floating point values into more compact int8 (1 byte) values. What these methods do as a first step towards quantization is to normalize the input by scaling by a quantization constant. For example, if my range is -1.0…1.0 and I want to quantize into the range -127…127, I want to scale by the factor 127 before rounding to the 8-bit value. To retrieve back the original value you would just need to divide the int8 value by the quantization factor 127. For example, the value 0.3 would be scaled to 0.3*127 = 38.1. Through rounding we get the value of 38. If we reverse this, we get 38/127=0.2992 – we have a quantization error of 0.008 in this example. Those small errors can be accumulated and propagated across the model’s layers and lead to potential performance degradation. +The two most common 8-bit quantization techniques are zero-point quantization and absolute maximum (absmax) quantization. Zero-point quantization and absmax quantization map the floating point values into more compact int8 (1 byte) values. What these methods do as a first step towards quantization is to normalize the input by scaling it by a quantization constant. For example, if my range is -1.0…1.0 and I want to quantize into the range -127…127, I want to scale by the factor of 127 and then round it into the 8-bit precision. To retrieve back the original value you would just need to divide the int8 value by that same quantization factor of 127. For example, the value 0.3 would be scaled to `0.3*127 = 38.1`. Through rounding we get the value of 38. If we reverse this, we get `38/127=0.2992` – we have a quantization error of 0.008 in this example. These seemingly tiny errors tend to accumulate and grow as they get propagated through the model’s layers and result in performance degradation. ![quantization](assets/96_hf_bitsandbytes_integration/quantization.png) (Image taken from: [this blogpost](https://intellabs.github.io/distiller/algo_quantization.html) ) -While the examples above were some toy examples, we now look at the details of absmax quantization. To calculate the mapping between the fp16 number and its corresponding int8 number in absmax quantization you have to first divide by the absolute maximum value of the tensor, and then multiply by the total range of the data type. For example, Int8 has a range of [-127, 127] and thus we scale by 127. For unsigned Int8, we would subtract the minimum and scale by the absolute maximum. This is close to what zero-point quantization does, a min-max scaling with the difference that zero-point quantization maintains scales the values in such a way that the value “0” is always represented by an integer without any quantization error. To retrieve back the latest, one can just divide in full precision the int8 number with the quantization factor. +While the examples above were some toy examples, we now look at the details of absmax quantization. To calculate the mapping between the fp16 number and its corresponding int8 number in absmax quantization you have to first divide by the absolute maximum value of the tensor, and then multiply by the total range of the data type. For example, int8 has a range of `[-127, 127]` and thus we scale by 127. For an unsigned int8, we would subtract the minimum and scale by the absolute maximum. This is close to what zero-point quantization does, a min-max scaling with the difference that zero-point quantization maintains scales the values in such a way that the value “0” is always represented by an integer without any quantization error. To retrieve back the latest, one can just divide in full precision the int8 number with the quantization factor. + +XXX: I lost you here, this example is half-baked - as you didn't divide by the total range and it's very difficult to make sense of the above para. May I suggest to use the exact same example of `0.3` here so that the reader could build upon what he already learnt? ![out-quant.gif](assets/96_hf_bitsandbytes_integration/out-quant.gif) These tricks can be combined in several ways, for example row-wise or vector-wise quantization when it comes to matrix multiplication for more accurate results. -If you want to read more details about how classic quantization techniques work, we recommend to read this [blogpost](https://intellabs.github.io/distiller/algo_quantization.html), or read the GPT3.int8() paper (link). +If you want to read more details about how classic quantization techniques work, we recommend to read this [blogpost](https://intellabs.github.io/distiller/algo_quantization.html), or read the GPT3.int8() paper (XXX: link). + +While these basic techniques enable us to quantize transformers models, they usually lead to a drop in accuracy for larger models. The bnb-int8 implementation that we integrated into Hugging Face Transformers and Accelerate libraries is the first technique that does not degrade performance even for large models with 176B parameters, such as BLOOM. -While these basic techniques enable us to quantize transformers, they usually lead to a drop in accuracy for larger models. The bnb-int8 implementation that we integrated into our transformers and accelerate libraries is the first technique that does not degrade performance even for large models with 176B parameters, such as BLOOM. How does this work? +Now let's look at how it works. # A gentle summary of mixed int8 matrix multiplication for Large Language Models -Authors have demonstrated how crucial it is to comprehend the scale-dependent emergent properties of transformers in order to understand why traditional quantization fails for big models. They demonstrate that performance deterioration is caused by outlier features. +Authors have demonstrated that it is crucial to comprehend the scale-dependent emergent properties of transformers in order to understand why traditional quantization fails for large models. They demonstrate that performance deterioration is caused by outlier features. + +XXX: it's not clear what is meant by "outlier features" - an example would help. I think the paper goes into details. In essence, 8-bit Matrix Multiplication at Scale for Transformers seeks to complete the matrix multiplication computation in three steps: 1. From the input hidden states, extract the outliers and non-outliers by column. 2. Perform the matrix multiplication of the outliers in fp16 and the non-outliers in int8 -3. Dequantize the non-outliers results and retrieve the full result in fp16 +3. Dequantize the non-outlier results and retrieve the full result in fp16 ![Mixed-int8.gif](assets/96_hf_bitsandbytes_integration/Mixed-int8.gif) ## Why outliers are so important here? -A value that is outside the range of some numbers' global distribution is generally referred to as an outlier. Outlier detection has been widely used and covered in the current literature and having a prior knowledge on the distribution of your features helps with the task of outlier detection. -More specifically, authors have observed that classic quantization at scale fails for transformer-based models >6B parameters. +A value that is outside the range of some numbers' global distribution is generally referred to as an outlier. Outlier detection has been widely used and covered in the current literature and having a prior knowledge on the distribution of your features helps with the task of outlier detection. +More specifically, authors have observed that classic quantization at scale fails for transformer-based models >6B parameters. (XXX) here add the figure, ask to Tim if this is ok For the majority of models, hidden state features in transformers increase in magnitude with model size. As was mentioned earlier, 8-bit precision is extremely constrained, therefore quantizing a vector with several big values can produce wildly erroneous results. Additionally, because of a built-in characteristic of the transformer-based architecture that links all the elements together, these errors would propagate deeper across layers. -Therefore, mixed-precision decomposition has been developed to facilitate efficient quantization with such extreme outliers and we will review it together on the next section. +Therefore, mixed-precision decomposition has been developed to facilitate efficient quantization with such extreme outliers and we will review it together on the next section. ## Inside the MatMul @@ -188,8 +198,8 @@ We indeed observe 0 performance degradation for those models since the absolute We benchmarked the inference speed of int8 models on different models, although we are close to having the same speed than the native model for large models (tested on BLOOM-176) the inference speed seems to be much slower than the native model on smaller models. -| Model | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | -| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | +| Model | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | +| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | | BLOOM-176-int8 | 176B | 4xA100 80GB | 282 | 37.5 | 10.2 | | | BLOOM-176-bf16 | 176B | 8xA100 80GB | 239 | 32 | 9.9 | | | BLOOM-176-int8 | 176B | 6xA100 40GB | 365 | 46.7 | 12.4 | | @@ -315,7 +325,7 @@ hidden_states = int8_model(input_.to(0)) Checkout [this gist](https://gist.github.com/younesbelkada/9035e247b066d1cf18682e9e4c21032d) for the full minimal code! Now time has come to understand how to integrate that into `transformers` library! -As a side note, you should aware that these modules differ slightly from the `nn.Linear` modules in that their parameters come from the `bnb.nn.Int8Params` class rather than the `nn.Parameter` class. You'll see in later that this presented an additional obstacle on our journey! +As a side note, you should aware that these modules differ slightly from the `nn.Linear` modules in that their parameters come from the `bnb.nn.Int8Params` class rather than the `nn.Parameter` class. You'll see in later that this presented an additional obstacle on our journey! ## `accelerate` is all you need @@ -365,12 +375,12 @@ def replace_8bit_linear(model, threshold=6.0, modules_to_not_convert="lm_head"): return model ``` -This function replaces recursively all `nn.Linear` layers of a given model initialized on the `meta` device and replace them to a `Linear8bitLt` module. The attribute `has_fp16_weights` has to be set to `False` in order to directly load the weights in `int8` together with the quantization statistics. +This function replaces recursively all `nn.Linear` layers of a given model initialized on the `meta` device and replace them to a `Linear8bitLt` module. The attribute `has_fp16_weights` has to be set to `False` in order to directly load the weights in `int8` together with the quantization statistics. -Note also that we discard the replacement for some modules (here the `lm_head`) since we want to keep the latest in their native precision for more precise and stable results. +Note also that we discard the replacement for some modules (here the `lm_head`) since we want to keep the latest in their native precision for more precise and stable results. -It is not over yet! The function above is executed under `init_empty_weights` context manager which means that the new model will be still in the `meta` device. -For models that are initialized under this context manager, `accelerate` loads later manually the parameter of each module and sets it on the correct device. +It is not over yet! The function above is executed under `init_empty_weights` context manager which means that the new model will be still in the `meta` device. +For models that are initialized under this context manager, `accelerate` loads later manually the parameter of each module and sets it on the correct device. In `bitsandbytes` setting a `Linear8bitLt` module's device is a crucial step (line below from [here](https://github.com/TimDettmers/bitsandbytes/blob/bd515328d70f344f935075f359c5aefc616878d5/bitsandbytes/nn/modules.py#L94)) as we have seen in our toy script. If you look more closely, this happens when `.to` or `.cuda` is called: ```py @@ -385,13 +395,13 @@ setattr(self, 'CB', CB) setattr(self, 'SCB', SCB) ``` -Here, setting a parameter's device step is extremely crucial since the quantization statistics fails when calling it twice. We had to came up with our implementation of `accelerate`'s `set_module_tensor_to_device` function (termed as `set_module_8bit_tensor_to_device`) and propose some Pull Requests on `accelerate` library; all of that to make sure this function is never called twice. Let's in detail in the section below! +Here, setting a parameter's device step is extremely crucial since the quantization statistics fails when calling it twice. We had to came up with our implementation of `accelerate`'s `set_module_tensor_to_device` function (termed as `set_module_8bit_tensor_to_device`) and propose some Pull Requests on `accelerate` library; all of that to make sure this function is never called twice. Let's in detail in the section below! ## Be very careful on how to set devices with `accelerate` Here we played a very delicate balancing act with `accelerate` library! Once you load your model and set it on the correct devices, sometimes you still need to call `set_module_tensor_to_device` to dispatch the model with hooks on all devices. This is done inside `dispatch_model` function from `accelerate`. This will involve potentially calling `.to` several times, which is something we want to avoid. -2 Pull Requests were needed to achieve what we wanted! The initial PR proposed [here](https://github.com/huggingface/accelerate/pull/539/) broke some tests but [this PR](https://github.com/huggingface/accelerate/pull/576/) successfully fixed everything! +2 Pull Requests were needed to achieve what we wanted! The initial PR proposed [here](https://github.com/huggingface/accelerate/pull/539/) broke some tests but [this PR](https://github.com/huggingface/accelerate/pull/576/) successfully fixed everything! ## Wrapping up all together @@ -402,9 +412,9 @@ Therefore the ultimate recipe is: 4. Add very extensive tests! Check our tests [here](https://github.com/huggingface/transformers/blob/main/tests/mixed_int8/test_mixed_int8.py) for more details This may sound quite easy, but actually went through a lot of hard debugging sessions with sometimes debugging CUDA kernels together! -All that said, this integration adventure was very fun, deep diving and doing some "surgery" on different libraries to align everything and make it work was pure fun! +All that said, this integration adventure was very fun, deep diving and doing some "surgery" on different libraries to align everything and make it work was pure fun! -Now time to see how to benefit from this integration and how to successfully use it in `transformers`! +Now time to see how to benefit from this integration and how to successfully use it in `transformers`! # How to use it in `transformers` @@ -450,11 +460,11 @@ One could attempt to improve that in the future and see how the inference speed ## Saving 8-bit state dicts on the Hub -8-bit state dicts cannot currently be loaded directly into the 8-bit model after being pushed on the Hub. This is due to the fact that the statistics (remember `weight.CB` and `weight.SCB`) computed by the model are not currently stored or taken into account inside the state dict, and the `Linear8bitLt` module does not support this feature yet. +8-bit state dicts cannot currently be loaded directly into the 8-bit model after being pushed on the Hub. This is due to the fact that the statistics (remember `weight.CB` and `weight.SCB`) computed by the model are not currently stored or taken into account inside the state dict, and the `Linear8bitLt` module does not support this feature yet. We think that having the ability to save that and push it to the Hub might contribute to greater accessibility. ## CPU support -CPU devices do not support 8-bit cores, as was stated at the beginning of this blogpost. Can we, however, get past that? Running this module on CPUs would also significantly improve usability and accessibility. +CPU devices do not support 8-bit cores, as was stated at the beginning of this blogpost. Can we, however, get past that? Running this module on CPUs would also significantly improve usability and accessibility. ## Scaling up on other modalities @@ -467,4 +477,4 @@ JustHeuristic (Yozh), Michael Benayoun, Stas Bekman, Sylvain Gugger, -Tim Dettmers \ No newline at end of file +Tim Dettmers From c713148b57080577a4b19e20803b82879472dca5 Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Sun, 14 Aug 2022 19:40:07 +0200 Subject: [PATCH 26/57] few modifs --- .../tf32-Mantissa-chart-hi-res-FINAL.png | Bin 0 -> 17794 bytes hf-bitsandbytes-integration.md | 29 +++++++++--------- 2 files changed, 15 insertions(+), 14 deletions(-) create mode 100644 assets/96_hf_bitsandbytes_integration/tf32-Mantissa-chart-hi-res-FINAL.png diff --git a/assets/96_hf_bitsandbytes_integration/tf32-Mantissa-chart-hi-res-FINAL.png b/assets/96_hf_bitsandbytes_integration/tf32-Mantissa-chart-hi-res-FINAL.png new file mode 100644 index 0000000000000000000000000000000000000000..a4bf0edd2e0ef78f845901fadabb06b48427ccf9 GIT binary patch literal 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several ways, for example row-wise or vector-wise quantization when it comes to matrix multiplication for more accurate results. If you want to read more details about how classic quantization techniques work, we recommend to read this [blogpost](https://intellabs.github.io/distiller/algo_quantization.html), or read the GPT3.int8() paper (XXX: link). @@ -135,12 +137,13 @@ Now let's look at how it works. Authors have demonstrated that it is crucial to comprehend the scale-dependent emergent properties of transformers in order to understand why traditional quantization fails for large models. They demonstrate that performance deterioration is caused by outlier features. -XXX: it's not clear what is meant by "outlier features" - an example would help. I think the paper goes into details. +XXX: it's not clear what is meant by "outlier features" - an example would help. I think the paper goes into details. -> I added a small explanation and explicitly said tha the gif provides a visual example In essence, 8-bit Matrix Multiplication at Scale for Transformers seeks to complete the matrix multiplication computation in three steps: -1. From the input hidden states, extract the outliers and non-outliers by column. +1. From the input hidden states, extract the outliers (i.e. values that are larger than a certain threshold) by column. 2. Perform the matrix multiplication of the outliers in fp16 and the non-outliers in int8 3. Dequantize the non-outlier results and retrieve the full result in fp16 +These steps can be summarized in the following animation: ![Mixed-int8.gif](assets/96_hf_bitsandbytes_integration/Mixed-int8.gif) @@ -149,8 +152,6 @@ In essence, 8-bit Matrix Multiplication at Scale for Transformers seeks to compl A value that is outside the range of some numbers' global distribution is generally referred to as an outlier. Outlier detection has been widely used and covered in the current literature and having a prior knowledge on the distribution of your features helps with the task of outlier detection. More specifically, authors have observed that classic quantization at scale fails for transformer-based models >6B parameters. -(XXX) here add the figure, ask to Tim if this is ok - For the majority of models, hidden state features in transformers increase in magnitude with model size. As was mentioned earlier, 8-bit precision is extremely constrained, therefore quantizing a vector with several big values can produce wildly erroneous results. Additionally, because of a built-in characteristic of the transformer-based architecture that links all the elements together, these errors would propagate deeper across layers. Therefore, mixed-precision decomposition has been developed to facilitate efficient quantization with such extreme outliers and we will review it together on the next section. From 0815b103dfdc8ea6504231cb1bd2eec12f6fd7d0 Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Sun, 14 Aug 2022 19:43:57 +0200 Subject: [PATCH 27/57] modify thumbail --- hf-bitsandbytes-integration.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 8d7d9ce90a..fc76895f0d 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -1,6 +1,6 @@ --- title: "A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes" -thumbnail: /blog/assets/96_hf_bitsandbytes_integration/thumbnail.png +thumbnail: /blog/assets/96_hf_bitsandbytes_integration/thumbnail_blue.png --- # A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using HuggingFace Transformers, Accelerate and BitsAndBytes @@ -37,7 +37,7 @@ thumbnail: /blog/assets/96_hf_bitsandbytes_integration/thumbnail.png -![thumbnail](assets/96_hf_bitsandbytes_integration/thumbnail.png) +![thumbnail](assets/96_hf_bitsandbytes_integration/thumbnail_blue.png) # Introduction From f8ea5edd2aaafe4ef33c4d61eadf0cdfc45786da Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Sun, 14 Aug 2022 19:46:02 +0200 Subject: [PATCH 28/57] add thumbnail --- hf-bitsandbytes-integration.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index fc76895f0d..cdec73eb12 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -1,6 +1,6 @@ --- title: "A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes" -thumbnail: /blog/assets/96_hf_bitsandbytes_integration/thumbnail_blue.png +thumbnail: /blog/assets/96_hf_bitsandbytes_integration/Thumbnail_blue.png --- # A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using HuggingFace Transformers, Accelerate and BitsAndBytes @@ -37,7 +37,7 @@ thumbnail: /blog/assets/96_hf_bitsandbytes_integration/thumbnail_blue.png -![thumbnail](assets/96_hf_bitsandbytes_integration/thumbnail_blue.png) +![thumbnail](assets/96_hf_bitsandbytes_integration/Thumbnail_blue.png) # Introduction From a51c607a78294c644f9a6ab4452e7b5a64027760 Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Sun, 14 Aug 2022 19:47:53 +0200 Subject: [PATCH 29/57] add removed comment --- hf-bitsandbytes-integration.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index cdec73eb12..e35c166e9a 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -82,6 +82,9 @@ This means that in BF16 we can retain the same dynamic range as FP32. But we los In the Ampere architecture NVIDIA also introduced [TensorFloat-32](https://blogs.nvidia.com/blog/2020/05/14/tensorfloat-32-precision-format/) (TF32) precision format, which combines the dynamic range of BF16 and precision of FP16, which uses 19 bits. But it's currently only used internally only during certain operations. +XXX: for all images that aren't original should add the link to the source page. original don't need to say original ;) +XXX: actually, perhaps we should use just one image https://blogs.nvidia.com/wp-content/uploads/2020/05/tf32-Mantissa-chart-hi-res-FINAL.png from https://blogs.nvidia.com/blog/2020/05/14/tensorfloat-32-precision-format/ as it nicely aligns all the 4 formats and it's easier for the user to see the important difference at once. -> proposed a small refactoring above! + In the machine learning jargon FP32 is called full precision (4 bytes), while BF16 and FP16 are referred to as half-precision (2 bytes). On top of that, the int8 (INT8) data type consists of a 8-bit representation that can store 2^8 different values (between [0, 255] or [-128, 127] for signed integrers). 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Younes Younes Belkada
- - + +
Tim Tim Dettmers From 884b7a402d3cad756e4852e4e8727575185b4999 Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Mon, 15 Aug 2022 13:28:07 +0200 Subject: [PATCH 31/57] add more infos --- hf-bitsandbytes-integration.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index fe92f28a7c..12df2dda54 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -442,12 +442,12 @@ Checkout the Google colab demos for running 8bit models on a Google Colab using Here is the demo for running T5-11b (42GB in fp16)! Using 8-bit modules on Google Colab: -[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1YORPWx4okIHXnjW7MSAidXN29mPVNT7F?usp=sharing) +[![Open In Colab: T5-11b demo](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1YORPWx4okIHXnjW7MSAidXN29mPVNT7F?usp=sharing) Or this demo for BLOOM-3B: -[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1qOjXfQIAULfKvZqwCen8-MoWKGdSatZ4?usp=sharing) +[![Open In Colab: BLOOM-3b demo](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1qOjXfQIAULfKvZqwCen8-MoWKGdSatZ4?usp=sharing) # Scope of improvements From 20f017916fc3a8e08fc5ff293a07a7a4ef9bdcd3 Mon Sep 17 00:00:00 2001 From: Younes Belkada <49240599+younesbelkada@users.noreply.github.com> Date: Mon, 15 Aug 2022 19:29:39 +0200 Subject: [PATCH 32/57] Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> --- hf-bitsandbytes-integration.md | 114 +++++++++++++++++---------------- 1 file changed, 59 insertions(+), 55 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 12df2dda54..b0a2d87c57 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -3,7 +3,7 @@ title: "A Gentle Introduction to 8-bit Matrix Multiplication for transformers at thumbnail: /blog/assets/96_hf_bitsandbytes_integration/Thumbnail_blue.png --- -# A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using HuggingFace Transformers, Accelerate and BitsAndBytes +# A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using Hugging Face Transformers, Accelerate and BitsAndBytes - - -
- stas - Stas Bekman -
-
![thumbnail](assets/96_hf_bitsandbytes_integration/Thumbnail_blue.png) -# Introduction +## Introduction Language models are becoming larger all the time. At the time of this writing, PaLM has 540B parameters, OPT, GPT-3, and BLOOM have around 176B parameters, and we are trending towards even larger models. Below is a qualitative diagram showing the size of some recent language models. ![LLM](assets/96_hf_bitsandbytes_integration/LLM.png) - - Therefore, these models are hard to run on easily accessible devices. For example, just to do inference on BLOOM-175B, you would need to have 8x 80GB A100 GPUs (~$15k each). To fine-tune BLOOM-175B, you'd need 72 of these GPUs! Much larger models, like PaLM would require even more resources. Because these huge models require so many GPUs to run, we need to find ways to reduce these requirements while preserving the model's performance. Various technologies have been developed that try to shrink the model size, you may have heard of quantization and distillation, and there are many others. @@ -57,7 +48,7 @@ This article focuses on giving a high-level overview of this quantization techno What elements affect a model's size? What makes BLOOM 350GB? Let's begin by gradually going over a few basic premises. -# Common data types used in Machine Learning +## Common data types used in Machine Learning We start with the basic understanding of different floating point data types, which are also referred to as "precision" in the context of Machine Learning. @@ -99,7 +90,7 @@ To calculate the model size in bytes, one multiplies the number of parameters by But what if we can store those weights with less memory using a different data type? A methodology called quantization has been used widely in Deep Learning. -# Introduction to model quantization +## Introduction to model quantization Experientially we have discovered that instead of using the 4-byte FP32 precision, we can get an almost identical inference outcome with 2-byte BF16/FP16 half-precision, which halves the model size. It'd be amazing to cut it further, but the inference quality outcome starts to drop dramatically at lower precision. @@ -133,7 +124,7 @@ While these basic techniques enable us to quanitize Deep Learning models, they u -# A gentle summary of mixed int8 matrix multiplication for Large Language Models +## A gentle summary of mixed int8 matrix multiplication for Large Language Models Authors have demonstrated that it is crucial to comprehend the scale-dependent emergent properties of transformers in order to understand why traditional quantization fails for large models. They demonstrate that performance deterioration is caused by outlier features, which will be explained next. @@ -146,20 +137,20 @@ These steps can be summarized in the following animation: ![Mixed-int8.gif](assets/96_hf_bitsandbytes_integration/Mixed-int8.gif) -## The importance of outlier features +### The importance of outlier features A value that is outside the range of some numbers' global distribution is generally referred to as an outlier. Outlier detection has been widely used and covered in the current literature, and having prior knowledge of the distribution of your features helps with the task of outlier detection. More specifically, authors have observed that classic quantization at scale fails for transformer-based models >6B parameters. For the majority of models, hidden state features in transformers increase in magnitude with model size. As mentioned earlier, 8-bit precision is extremely constrained, therefore quantizing a vector with several big values can produce wildly erroneous results. Additionally, because of a built-in characteristic of the transformer-based architecture that links all the elements together, these errors tend to compound as they get propagated across multiple layers. Therefore, mixed-precision decomposition has been developed to facilitate efficient quantization with such extreme outliers. It is discussed next. -## Inside the MatMul +### Inside the MatMul Once the hidden states are computed we extract the outliers using a custom threshold (6.0 in our example) and we decompose the matrix into two parts as explained above. The outlier part is done in fp16 so it is a classic matrix multiplication, whereas the 8-bit matrix multiplication is done by quantizing the weights and hidden states into 8-bit precision using row-wise absmax quantization for the hidden states and column-wise absmax quantization for the weight matrix. After this step, the results are dequantized and returned in half-precision in order to add them to the first matrix multiplication. ![Matmul.png](assets/96_hf_bitsandbytes_integration/Matmul.png) -## What does 0 degradation mean? +### What does 0 degradation mean? How can we properly evaluate the performance degradation of this method? How much quality do we lose in terms of generation when using 8-bit models? @@ -194,9 +185,9 @@ For BLOOM-176: We indeed observe 0 performance degradation for those models since the absolute difference of the metrics are all below the standard error (except for BLOOM-int8 which is slightly better than the native model on lambada). For a more detailed performance evaluation against state-of-the-art approaches, take a look at the paper! -## Is it faster than native models? +### Is it faster than native models? -We also benchmarked the inference speed of int8 models on different models. Although we are close to having the same speed as the native model for large models (tested on BLOOM-176), the inference speed seems to be much slower than the native model on smaller models. +We also benchmarked the int8 inference speed of several models. Although we are close to having the same speed as the native model for large models (tested on BLOOM-176), the inference speed seems to be much slower than the native model on smaller models. | Model | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | | -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | @@ -213,15 +204,15 @@ We also benchmarked the inference speed of int8 models on different models. Alth For a more technical deep dive into the method, we highly suggest checking out Tim Dettmers' blog : (link) -# Which technology to use for `transformers` integration? +### Hugging Face `transformers` integration nuances -How were these technologies incorporated into the `transformers` library? What were the difficulties we faced and the main techniques we employed in the integration project? Let's examine everything in the next sections! +Next let's discuss the specifics of the Hugging Face `transformers` integration. Let's look at the usage and the common culprit you may encounter while trying to set things up. -## How to use it in `bitsandbytes` library? +### Usage -The module responsible for the whole magic described in this blog post is called `Linear8bitLt` and you can easily import it from the `bitsandbytes` library. It is derived from a classic `torch.nn` Module and can be easily used and deployed in your architecture with the commands described below. +The module responsible for the whole magic described in this blog post is called `Linear8bitLt` and you can easily import it from the `bitsandbytes` library. It is derived from a classic `torch.nn` Module and can be easily used and deployed in your architecture with the code described below. -Let's walk through step by step with a specific use case: let's say you want to convert a shallow model in int8 using `bitsandbytes`. +Here is a step-by-step example of the following use case: let's say you want to convert a shallow model in int8 using `bitsandbytes`. 1. First we need the correct imports below! @@ -233,7 +224,7 @@ import bitsandbytes as bnb from bnb.nn import Linear8bitLt ``` -2. Then you can define your own FP16 model. This detail is very important as you absolutely need a FP16 model to make it work. You can also train or load a FP32 or BF16 model and cast it directly to FP16 (but at your own risk). +2. Then you can define your own FP16 model. This detail is very important as you absolutely need a FP16 model to make it work. You might be able to use FP32 or BF16 model weights and cast those to FP16 (but at your own risk, since after conversion a model may fail to work - e.g. fp16 easily overflows with large numbers). ```py fp16_model = nn.Sequential( @@ -242,13 +233,14 @@ fp16_model = nn.Sequential( ).to(torch.float16) ``` -3. Let's say you have trained your model on your favorite dataset and task! Now time to save the model: +3. Next, you train the model and save the result: ```py +[... train the model ...] torch.save(fp16_model.state_dict(), "model.pt") ``` -4. Now that your `state_dict` is saved, let us define an int8 model: +4. Next we define an int8 model: ```py int8_model = nn.Sequential( @@ -257,9 +249,9 @@ int8_model = nn.Sequential( ) ``` -Here it is very important to add the flag `has_fp16_weights`. By default, this is set to `True` because currently loading a model with `has_fp16_weights=True` is not very well supported yet. +Here it is very important to add the flag `has_fp16_weights`. By default, this is set to `True` because loading a model with `has_fp16_weights=True` is not very well supported yet. -5. Now time to load your model in 8-bit! +5. Finally the fp16 weights are loaded into the 8-bit model! ```py int8_model.load_state_dict(torch.load("model.pt")) @@ -281,7 +273,7 @@ tensor([[ 0.0031, -0.0438, 0.0494, ..., -0.0046, -0.0410, 0.0436], dtype=torch.float16) ``` -Whereas if you print it after the second line's call you get: +Whereas, if you print it after the `.to` call, you get: ``` int8_model[0].weight @@ -292,15 +284,16 @@ tensor([[ 3, -47, 54, ..., -5, -44, 47], ..., [ 82, 74, 65, ..., -49, -53, -109], [ -21, -42, 68, ..., 13, 57, -12], - [ -4, 88, -1, ..., -43, -78, 121]], device='cuda:0', - dtype=torch.int8, requires_grad=True) + [ -4, 88, -1, ..., -43, -78, 121]], + device='cuda:0', dtype=torch.int8, requires_grad=True) ``` -The weights values are "truncated" as we have seen when explaining quantization in the previous sections. Also, the values seem to be distributed between [-128, 127]. +The weights values are "truncated" as we have seen when explaining quantization in the previous sections. Also, the values seem to be distributed between `[-128, 127]`. + You might also wonder how to retrieve the FP16 weights in order to perform the outlier MatMul in fp16? You can simply do: ```py -(int8_model[0].weight.CB * int8_model[0].weight.SCB)/127 +(int8_model[0].weight.CB * int8_model[0].weight.SCB) / 127 ``` And you will get: @@ -316,7 +309,7 @@ tensor([[ 0.0028, -0.0459, 0.0522, ..., -0.0049, -0.0428, 0.0462], device='cuda:0') ``` -Which is close enough to the original FP16 values! +Which is quite close to the original FP16 values (2 print outs up)! 6. Now you can safely infer using your model by making sure your model is on the correct GPU: @@ -325,20 +318,23 @@ input_ = torch.randn(8, 64, dtype=torch.float16) hidden_states = int8_model(input_.to(0)) ``` -Check out [this gist](https://gist.github.com/younesbelkada/9035e247b066d1cf18682e9e4c21032d) for the full minimal code! Now the time has come to understand how to integrate that into the `transformers` library! +Check out [this gist](https://gist.github.com/younesbelkada/9035e247b066d1cf18682e9e4c21032d) for the full minimal code! As a side note, you should be aware that these modules differ slightly from the `nn.Linear` modules in that their parameters come from the `bnb.nn.Int8Params` class rather than the `nn.Parameter` class. You'll see later that this presented an additional obstacle on our journey! -## `accelerate` is all you need +Now the time has come to understand how to integrate that into the `transformers` library! + + +### `accelerate` is all you need -When working with huge models, the `accelerate` library includes a number of helpful utilities. The `init_empty_weights` method is especially helpful because any model, regardless of size, may be initialized with this method as a context manager with 0 cost, aka **no memory**. +When working with huge models, the `accelerate` library includes a number of helpful utilities. The `init_empty_weights` method is especially helpful because any model, regardless of size, may be initialized with this method as a context manager without allocating any memory for the model weights. ```py import torch.nn as nn from accelerate import init_empty_weights with init_empty_weights(): - model = nn.Sequential([nn.Linear(100000, 100000) for _ in range(1000)]) # This will take 0 RAM! + model = nn.Sequential([nn.Linear(100000, 100000) for _ in range(1000)]) # This will consume ~0 RAM! ``` The initialized model will be put on PyTorch's `meta` device, an underlying mechanism to represent shape and dtype without allocating memory for storage. How cool is that? @@ -357,7 +353,7 @@ kwargs = module._parameters[name].__dict__ module._parameters[name] = param_cls(module._parameters[name].to(torch.device("meta")), **kwargs) ``` -Now that this is fixed, we can easily leverage this context manager and play with it to replace all `nn.Linear` modules to `bnb.nn.Linear8bitLt` with no cost using a custom function! +Now that this is fixed, we can easily leverage this context manager and play with it to replace all `nn.Linear` modules to `bnb.nn.Linear8bitLt` at no memory cost using a custom function! ```py def replace_8bit_linear(model, threshold=6.0, modules_to_not_convert="lm_head"): @@ -383,11 +379,11 @@ We also discard the replacement for some modules (here the `lm_head`) since we w But it isn't over yet! The function above is executed under the `init_empty_weights` context manager which means that the new model will be still in the `meta` device. For models that are initialized under this context manager, `accelerate` later manually loads the parameters of each module and sets it on the correct device. -In `bitsandbytes`, setting a `Linear8bitLt` module's device is a crucial step (line below from [here](https://github.com/TimDettmers/bitsandbytes/blob/bd515328d70f344f935075f359c5aefc616878d5/bitsandbytes/nn/modules.py#L94)) as we have seen in our toy script. If you look more closely, this happens when `.to` or `.cuda` is called: +In `bitsandbytes`, setting a `Linear8bitLt` module's device is a crucial step (the code snippet below is from [here](https://github.com/TimDettmers/bitsandbytes/blob/bd515328d70f344f935075f359c5aefc616878d5/bitsandbytes/nn/modules.py#L94)) as we have seen in our toy script. If you look more closely, this happens when `.to` or `.cuda` is called: ```py -# we store the 8-bit rows-major weight -# we convert this weight to the turning/ampere weight during the first inference pass +## we store the 8-bit rows-major weight +## we convert this weight to the turning/ampere weight during the first inference pass B = self.data.contiguous().half().cuda(device) CB, CBt, SCB, SCBt, coo_tensorB = bnb.functional.double_quant(B) del CBt @@ -399,13 +395,13 @@ setattr(self, 'SCB', SCB) Here, setting a parameter's device step is extremely crucial since the quantization statistics fails when calling it twice. We had to come up with an implementation of `accelerate`'s `set_module_tensor_to_device` function (termed as `set_module_8bit_tensor_to_device`) to make sure we don't call it twice. Let's discuss this in detail in the section below! -## Be very careful on how to set devices with `accelerate` +### Be very careful on how to set devices with `accelerate` Here we played a very delicate balancing act with the `accelerate` library! Once you load your model and set it on the correct devices, sometimes you still need to call `set_module_tensor_to_device` to dispatch the model with hooks on all devices. This is done inside the `dispatch_model` function from `accelerate`, which involves potentially calling `.to` several times and is something we want to avoid. 2 Pull Requests were needed to achieve what we wanted! The initial PR proposed [here](https://github.com/huggingface/accelerate/pull/539/) broke some tests but [this PR](https://github.com/huggingface/accelerate/pull/576/) successfully fixed everything! -## Wrapping it all up +### Wrapping it all up Therefore the ultimate recipe is: 1. Initialize a model in the `meta` device with the correct modules @@ -418,13 +414,13 @@ All said and done, this integration adventure was very fun; from deep diving and Now time to see how to benefit from this integration and how to successfully use it in `transformers`! -# How to use it in `transformers` +## How to use it in `transformers` -## Hardware requirements +### Hardware requirements 8-bit tensor cores are not supported on the CPU. bitsandbytes can be run on 8-bit tensor core-supported hardware, which are Turing and Ampere GPUs (RTX 20s, RTX 30s, A40-A100, T4+). For example, Google Colab GPUs are usually NVIDIA T4 GPUs, and their latest generation of GPUs does support 8-bit cores. Our demos are based on Google Colab so check them out below! -## Installation +### Installation Just install the latest version of the libraries using the commands below (make sure that you are using python>=3.8) and run the commands below to try out @@ -434,7 +430,7 @@ pip install bitsandbytes pip install git+https://github.com/huggingface/transformers.git ``` -## Example demos - running T5 11b on a Google Colab +### Example demos - running T5 11b on a Google Colab Check out the Google Colab demos for running 8bit models on a BLOOM-3B model! @@ -447,12 +443,12 @@ Or this demo for BLOOM-3B: [![Open In Colab: BLOOM-3b demo](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1qOjXfQIAULfKvZqwCen8-MoWKGdSatZ4?usp=sharing) -# Scope of improvements +## Scope of improvements This approach, in our opinion, greatly improves access to very large models. With no performance degradation, it enables users with less compute to access models that were previously inaccessible. We've found several areas for improvement that can be worked on in the future to make this method even better for large models! -## Inference speed and slowing down on smaller models +### Inference speed and slowing down on smaller models For very large language models, we have observed that we nearly maintain the same inference speed using the native model as opposed to the mixed-8bit model (see attached experiments on BLOOM-176B). @@ -460,19 +456,19 @@ However, due to the numerous internal casting steps, together with the outlier d One could attempt to improve that in the future and see how the inference speed can be decreased, probably by avoiding the casting operations or writing more efficient CUDA kernels. -## Saving 8-bit state dicts on the Hub +### Saving 8-bit state dicts on the Hub 8-bit state dicts cannot currently be loaded directly into the 8-bit model after being pushed on the Hub. This is due to the fact that the statistics (remember `weight.CB` and `weight.SCB`) computed by the model are not currently stored or taken into account inside the state dict, and the `Linear8bitLt` module does not support this feature yet. We think that having the ability to save that and push it to the Hub might contribute to greater accessibility. -## CPU support +### CPU support CPU devices do not support 8-bit cores, as was stated at the beginning of this blogpost. Can we, however, get past that? Running this module on CPUs would also significantly improve usability and accessibility. -## Scaling up on other modalities +### Scaling up on other modalities Currently, language models dominate very large models. Leveraging this method on very large vision, audio, and multi-modal models might be an interesting thing to do for better accessibility in the coming years as these models become more accessible. -# Credits +## Credits Huge thanks to the following who contributed to improve the readability of the article as well as contributed in the integration procedure in `transformers` (listed in alphabetic order): JustHeuristic (Yozh), From e6adfa7f22eda45e3e896c236a84a417091067cb Mon Sep 17 00:00:00 2001 From: Stas Bekman Date: Mon, 15 Aug 2022 12:53:06 -0700 Subject: [PATCH 38/57] edits --- hf-bitsandbytes-integration.md | 4 ---- 1 file changed, 4 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 01e2425493..512761dc63 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -72,10 +72,6 @@ This means that in BF16 we can retain the same dynamic range as FP32. But we los In the Ampere architecture, NVIDIA also introduced [TensorFloat-32](https://blogs.nvidia.com/blog/2020/05/14/tensorfloat-32-precision-format/) (TF32) precision format, combining the dynamic range of BF16 and precision of FP16 to only use 19 bits. It's currently only used internally during certain operations. -XXX: for all images that aren't original should add the link to the source page. original don't need to say original ;) -XXX: actually, perhaps we should use just one image https://blogs.nvidia.com/wp-content/uploads/2020/05/tf32-Mantissa-chart-hi-res-FINAL.png from https://blogs.nvidia.com/blog/2020/05/14/tensorfloat-32-precision-format/ as it nicely aligns all the 4 formats and it's easier for the user to see the important difference at once. -> proposed a small refactoring above! - - In the machine learning jargon FP32 is called full precision (4 bytes), while BF16 and FP16 are referred to as half-precision (2 bytes). On top of that, the int8 (INT8) data type consists of an 8-bit representation that can store 2^8 different values (between [0, 255] or [-128, 127] for signed integers). From 84fe2cbe6f80adc6de9f8922e0f2e26315d93dba Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Mon, 15 Aug 2022 23:44:18 +0200 Subject: [PATCH 39/57] edits --- hf-bitsandbytes-integration.md | 58 +++++++++++++++------------------- 1 file changed, 25 insertions(+), 33 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 512761dc63..7b3b81407a 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -154,9 +154,9 @@ We ran several common benchmarks with the 8-bit and native models using lm-eval- For OPT-175B: -| benchmarks | OPT-175B | | | | | difference | +| benchmarks | OPT-175B | | | | | difference - value | | ---------- | --------- | ---------------- | -------------------- | -------------------- | -------------------- | -------------------- | -| name | metric | value - int8 - 6 | value - fp16 | err - int8 - 6 | err - fp16 | - | +| name | metric | value - int8 | value - fp16 | err - int8 | err - fp16 | - | | hellaswag | acc\_norm | 0.7849 | 0.7849 | 0.0041 | 0.0041 | 0 | | hellaswag | acc | 0.5921 | 0.5931 | 0.0049 | 0.0049 | 0.001 | | piqa | acc | 0.7965 | 0.7959 | 0.0094 | 0.0094 | 0.0006 | @@ -167,9 +167,9 @@ For OPT-175B: For BLOOM-176: -| benchmarks | BLOOM176B | | | | | difference | +| benchmarks | BLOOM176B | | | | | difference - value | | ---------- | --------- | ---------------- | -------------------- | -------------------- | -------------------- | -------------------- | -| name | metric | value - int8 - 6 | value - bf16 | err - int8 - 6 | err - bf16 | - | +| name | metric | value - int8 | value - bf16 | err - int8 | err - bf16 | - | | hellaswag | acc\_norm | 0.7274 | 0.7303 | 0.0044 | 0.0044 | 0.0029 | | hellaswag | acc | 0.5563 | 0.5584 | 0.005 | 0.005 | 0.0021 | | piqa | acc | 0.7835 | 0.7884 | 0.0096 | 0.0095 | 0.0049 | @@ -185,17 +185,21 @@ We indeed observe 0 performance degradation for those models since the absolute We also benchmarked the int8 inference speed of several models. Although we are close to having the same speed as the native model for large models (tested on BLOOM-176), the inference speed seems to be much slower than the native model on smaller models. -| Model | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | +| Precision | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | | -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | -| BLOOM-176-int8 | 176B | 4xA100 80GB | 282 | 37.5 | 10.2 | | -| BLOOM-176-bf16 | 176B | 8xA100 80GB | 239 | 32 | 9.9 | | -| BLOOM-176-int8 | 176B | 6xA100 40GB | 365 | 46.7 | 12.4 | | -| BLOOM-176-int8 | 176B | 5xA100 40GB | 367 | 46.4 | oom | | -| BLOOM-176-bf16 | 176B | 14xA100 40GB | 285 | 36.5 | 10.4 | | -| T5-11b-fp16 | 11B | 2xT4 15GB | 11.7 | 1.7 | 0.5 | -| T5-11b-int8 | 11B | 1xT4 15GB | 43.5 | 5.3 | 1.3 | -| T5-3b-fp32 | 3B | 2xT4 15GB | 45 | 7.2 | 3.1 | -| T5-3b-int8 | 3B | 1xT4 15GB | 312 | 39.1 | 10.2 | +| bf16 | 176B | 8xA100 80GB | 239 | 32 | 9.9 | +| int8 | 176B | 4xA100 80GB | 282 | 37.5 | 10.2 | +| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | +| bf16 | 176B | 14xA100 40GB | 285 | 36.5 | 10.4 | +| int8 | 176B | 5xA100 40GB | 367 | 46.4 | oom | +| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | +| fp16 | 11B | 2xT4 15GB | 11.7 | 1.7 | 0.5 | +| int8 | 11B | 1xT4 15GB | 43.5 | 5.3 | 1.3 | +| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | +| fp32 | 3B | 2xT4 15GB | 45 | 7.2 | 3.1 | +| int8 | 3B | 1xT4 15GB | 312 | 39.1 | 10.2 | + +The 3 models are BLOOM-176B, T5-11B and T5-3B For a more technical deep dive into the method, we highly suggest checking out Tim Dettmers' blog : (link) @@ -208,7 +212,7 @@ Next let's discuss the specifics of the Hugging Face `transformers` integration. The module responsible for the whole magic described in this blog post is called `Linear8bitLt` and you can easily import it from the `bitsandbytes` library. It is derived from a classic `torch.nn` Module and can be easily used and deployed in your architecture with the code described below. -Here is a step-by-step example of the following use case: let's say you want to convert a shallow model in int8 using `bitsandbytes`. +Here is a step-by-step example of the following use case: let's say you want to convert a small model in int8 using `bitsandbytes`. 1. First we need the correct imports below! @@ -352,12 +356,12 @@ module._parameters[name] = param_cls(module._parameters[name].to(torch.device("m Now that this is fixed, we can easily leverage this context manager and play with it to replace all `nn.Linear` modules to `bnb.nn.Linear8bitLt` at no memory cost using a custom function! ```py -def replace_8bit_linear(model, threshold=6.0, modules_to_not_convert="lm_head"): +def replace_8bit_linear(model, threshold=6.0, module_to_not_convert="lm_head"): for name, module in model.named_children(): if len(list(module.children())) > 0: - replace_8bit_linear(module, threshold, modules_to_not_convert) + replace_8bit_linear(module, threshold, module_to_not_convert) - if isinstance(module, nn.Linear) and name != modules_to_not_convert: + if isinstance(module, nn.Linear) and name != module_to_not_convert: with init_empty_weights(): model._modules[name] = bnb.nn.Linear8bitLt( module.in_features, @@ -374,22 +378,10 @@ This function recursively replaces all `nn.Linear` layers of a given model initi We also discard the replacement for some modules (here the `lm_head`) since we want to keep the latest in their native precision for more precise and stable results. But it isn't over yet! The function above is executed under the `init_empty_weights` context manager which means that the new model will be still in the `meta` device. -For models that are initialized under this context manager, `accelerate` later manually loads the parameters of each module and sets it on the correct device. -In `bitsandbytes`, setting a `Linear8bitLt` module's device is a crucial step (the code snippet below is from [here](https://github.com/TimDettmers/bitsandbytes/blob/bd515328d70f344f935075f359c5aefc616878d5/bitsandbytes/nn/modules.py#L94)) as we have seen in our toy script. If you look more closely, this happens when `.to` or `.cuda` is called: - -```py -## we store the 8-bit rows-major weight -## we convert this weight to the turning/ampere weight during the first inference pass -B = self.data.contiguous().half().cuda(device) -CB, CBt, SCB, SCBt, coo_tensorB = bnb.functional.double_quant(B) -del CBt -del SCBt -self.data = CB -setattr(self, 'CB', CB) -setattr(self, 'SCB', SCB) -``` +For models that are initialized under this context manager, `accelerate` will manually load the parameters of each module and sets it on the correct device. +In `bitsandbytes`, setting a `Linear8bitLt` module's device is a crucial step (if you are curious, you can check the code snippet [here](https://github.com/TimDettmers/bitsandbytes/blob/bd515328d70f344f935075f359c5aefc616878d5/bitsandbytes/nn/modules.py#L94)) as we have seen in our toy script. -Here, setting a parameter's device step is extremely crucial since the quantization statistics fails when calling it twice. We had to come up with an implementation of `accelerate`'s `set_module_tensor_to_device` function (termed as `set_module_8bit_tensor_to_device`) to make sure we don't call it twice. Let's discuss this in detail in the section below! +Here the quantization step fails when calling it twice. We had to come up with an implementation of `accelerate`'s `set_module_tensor_to_device` function (termed as `set_module_8bit_tensor_to_device`) to make sure we don't call it twice. Let's discuss this in detail in the section below! ### Be very careful on how to set devices with `accelerate` From a5826d513c0906e90337f26d31e1e1c91b48e0ed Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Mon, 15 Aug 2022 23:46:40 +0200 Subject: [PATCH 40/57] add script --- .../96_hf_bitsandbytes_integration/example.py | 41 +++++++++++++++++++ hf-bitsandbytes-integration.md | 2 +- 2 files changed, 42 insertions(+), 1 deletion(-) create mode 100644 assets/96_hf_bitsandbytes_integration/example.py diff --git a/assets/96_hf_bitsandbytes_integration/example.py b/assets/96_hf_bitsandbytes_integration/example.py new file mode 100644 index 0000000000..777552db7b --- /dev/null +++ b/assets/96_hf_bitsandbytes_integration/example.py @@ -0,0 +1,41 @@ +import torch +import torch.nn as nn + +from bitsandbytes.nn import Linear8bitLt + +# Utility function + +def get_model_memory_footprint(model): + r""" + Partially copied and inspired from: https://discuss.pytorch.org/t/gpu-memory-that-model-uses/56822/2 + """ + return sum([param.nelement() * param.element_size() for param in model.parameters()]) + +# Main script + +fp16_model = nn.Sequential( + nn.Linear(64, 64), + nn.Linear(64, 64) +).to(torch.float16) + +# Train and save your model! + +torch.save(fp16_model.state_dict(), "model.pt") + +# Define your int8 model! + +int8_model = nn.Sequential( + Linear8bitLt(64, 64, has_fp16_weights=False), + Linear8bitLt(64, 64, has_fp16_weights=False) +) + +int8_model.load_state_dict(torch.load("model.pt")) +int8_model = int8_model.to(0) # Quantization happens here + +input_ = torch.randn(8, 64, dtype=torch.float16) +hidden_states = int8_model(input_.to(0)) + +mem_int8 = get_model_memory_footprint(int8_model) +mem_fp16 = get_model_memory_footprint(fp16_model) + +print(f"Relative difference: {mem_fp16/mem_int8}") \ No newline at end of file diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 7b3b81407a..ca13ae1ba8 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -318,7 +318,7 @@ input_ = torch.randn(8, 64, dtype=torch.float16) hidden_states = int8_model(input_.to(0)) ``` -Check out [this gist](https://gist.github.com/younesbelkada/9035e247b066d1cf18682e9e4c21032d) for the full minimal code! +Check out [the example script](/assets/96_hf_bitsandbytes_integration/example.py) for the full minimal code! As a side note, you should be aware that these modules differ slightly from the `nn.Linear` modules in that their parameters come from the `bnb.nn.Int8Params` class rather than the `nn.Parameter` class. You'll see later that this presented an additional obstacle on our journey! From c71e04f6c5dd09bbbe0151e3643e334331c47b5c Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Mon, 15 Aug 2022 23:49:01 +0200 Subject: [PATCH 41/57] change to std err --- hf-bitsandbytes-integration.md | 40 +++++++++++++++++----------------- test.md | 23 +++++++++++++++++++ 2 files changed, 43 insertions(+), 20 deletions(-) create mode 100644 test.md diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index ca13ae1ba8..4182a965a5 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -154,29 +154,29 @@ We ran several common benchmarks with the 8-bit and native models using lm-eval- For OPT-175B: -| benchmarks | OPT-175B | | | | | difference - value | -| ---------- | --------- | ---------------- | -------------------- | -------------------- | -------------------- | -------------------- | -| name | metric | value - int8 | value - fp16 | err - int8 | err - fp16 | - | -| hellaswag | acc\_norm | 0.7849 | 0.7849 | 0.0041 | 0.0041 | 0 | -| hellaswag | acc | 0.5921 | 0.5931 | 0.0049 | 0.0049 | 0.001 | -| piqa | acc | 0.7965 | 0.7959 | 0.0094 | 0.0094 | 0.0006 | -| piqa | acc\_norm | 0.8101 | 0.8107 | 0.0092 | 0.0091 | 0.0006 | -| lambada | ppl | 3.0142 | 3.0152 | 0.0552 | 0.0552 | 0.001 | -| lambada | acc | 0.7464 | 0.7466 | 0.0061 | 0.0061 | 0.0002 | -| winogrande | acc | 0.7174 | 0.7245 | 0.0127 | 0.0125 | 0.0071 | +| benchmarks | OPT-175B | | | | difference - value | +| ---------- | --------- | ---------------- | -------------------- | -------------------- | -------------------- | +| name | metric | value - int8 | value - fp16 | std err - fp16 | - | +| hellaswag | acc\_norm | 0.7849 | 0.7849 | 0.0041 | 0 | +| hellaswag | acc | 0.5921 | 0.5931 | 0.0049 | 0.001 | +| piqa | acc | 0.7965 | 0.7959 | 0.0094 | 0.0006 | +| piqa | acc\_norm | 0.8101 | 0.8107 | 0.0091 | 0.0006 | +| lambada | ppl | 3.0142 | 3.0152 | 0.0552 | 0.001 | +| lambada | acc | 0.7464 | 0.7466 | 0.0061 | 0.0002 | +| winogrande | acc | 0.7174 | 0.7245 | 0.0125 | 0.0071 | For BLOOM-176: -| benchmarks | BLOOM176B | | | | | difference - value | -| ---------- | --------- | ---------------- | -------------------- | -------------------- | -------------------- | -------------------- | -| name | metric | value - int8 | value - bf16 | err - int8 | err - bf16 | - | -| hellaswag | acc\_norm | 0.7274 | 0.7303 | 0.0044 | 0.0044 | 0.0029 | -| hellaswag | acc | 0.5563 | 0.5584 | 0.005 | 0.005 | 0.0021 | -| piqa | acc | 0.7835 | 0.7884 | 0.0096 | 0.0095 | 0.0049 | -| piqa | acc\_norm | 0.7922 | 0.7911 | 0.0095 | 0.0095 | 0.0011 | -| lambada | ppl | 3.9191 | 3.931 | 0.0842 | 0.0846 | 0.0119 | -| lambada | acc | 0.6808 | 0.6718 | 0.0065 | 0.0065 | 0.009 | -| winogrande | acc | 0.7048 | 0.7048 | 0.0128 | 0.0128 | 0 | +| benchmarks | BLOOM176B | | | | difference - value | +| ---------- | --------- | ---------------- | -------------------- | -------------------- | -------------------- | +| name | metric | value - int8 | value - bf16 | std err - bf16 | - | +| hellaswag | acc\_norm | 0.7274 | 0.7303 | 0.0044 | 0.0029 | +| hellaswag | acc | 0.5563 | 0.5584 | 0.005 | 0.0021 | +| piqa | acc | 0.7835 | 0.7884 | 0.0095 | 0.0049 | +| piqa | acc\_norm | 0.7922 | 0.7911 | 0.0095 | 0.0011 | +| lambada | ppl | 3.9191 | 3.931 | 0.0846 | 0.0119 | +| lambada | acc | 0.6808 | 0.6718 | 0.0065 | 0.009 | +| winogrande | acc | 0.7048 | 0.7048 | 0.0128 | 0 | We indeed observe 0 performance degradation for those models since the absolute difference of the metrics are all below the standard error (except for BLOOM-int8 which is slightly better than the native model on lambada). For a more detailed performance evaluation against state-of-the-art approaches, take a look at the paper! diff --git a/test.md b/test.md new file mode 100644 index 0000000000..66ac7e6380 --- /dev/null +++ b/test.md @@ -0,0 +1,23 @@ + +| Precision | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | +| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | +| bf16 | 176B | 8xA100 80GB | 239 | 32 | 9.9 | +| int8 | 176B | 4xA100 80GB | 282 | 37.5 | 10.2 | +| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | +| bf16 | 176B | 14xA100 40GB | 285 | 36.5 | 10.4 | +| int8 | 176B | 5xA100 40GB | 367 | 46.4 | oom | +| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | +| fp16 | 11B | 2xT4 15GB | 11.7 | 1.7 | 0.5 | +| int8 | 11B | 1xT4 15GB | 43.5 | 5.3 | 1.3 | +| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | +| fp32 | 3B | 2xT4 15GB | 45 | 7.2 | 3.1 | +| int8 | 3B | 1xT4 15GB | 312 | 39.1 | 10.2 | + +The 3 models are BLOOM-176B, T5-11B and T5-3B + +| foo | bar | +| ----- | --- | +| `a⎮b` | baz | +| foo | bar | +| ----- | --- | +| `a⎮b` | baz | From c9b1071724eac6b88b9f36a4408593c1d94984e0 Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Mon, 15 Aug 2022 23:50:17 +0200 Subject: [PATCH 42/57] refactor a bit the tables --- hf-bitsandbytes-integration.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 4182a965a5..4a41431f49 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -154,7 +154,7 @@ We ran several common benchmarks with the 8-bit and native models using lm-eval- For OPT-175B: -| benchmarks | OPT-175B | | | | difference - value | +| benchmarks | - | - | - | - | difference - value | | ---------- | --------- | ---------------- | -------------------- | -------------------- | -------------------- | | name | metric | value - int8 | value - fp16 | std err - fp16 | - | | hellaswag | acc\_norm | 0.7849 | 0.7849 | 0.0041 | 0 | @@ -167,7 +167,7 @@ For OPT-175B: For BLOOM-176: -| benchmarks | BLOOM176B | | | | difference - value | +| benchmarks | - | - | - | - | difference - value | | ---------- | --------- | ---------------- | -------------------- | -------------------- | -------------------- | | name | metric | value - int8 | value - bf16 | std err - bf16 | - | | hellaswag | acc\_norm | 0.7274 | 0.7303 | 0.0044 | 0.0029 | From 6542f6725366aa753a69b460827a23426c70c1a4 Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Tue, 16 Aug 2022 00:01:59 +0200 Subject: [PATCH 43/57] add Tim's comments --- hf-bitsandbytes-integration.md | 66 ++++++++++++++++------------------ 1 file changed, 31 insertions(+), 35 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 4a41431f49..2b3f38ac68 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -42,7 +42,7 @@ Therefore, these models are hard to run on easily accessible devices. For exampl Because these huge models require so many GPUs to run, we need to find ways to reduce these requirements while preserving the model's performance. Various technologies have been developed that try to shrink the model size, you may have heard of quantization and distillation, and there are many others. -At Hugging Face and BigScience, after completing the training of BLOOM-176B, one of the approaches we took was to collaborate with `bitsandbytes` and integrate the technology described in the recent "GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale" paper into Hugging Face Transformers. We chose to integrate it since no post-training quantization is required to run this method, and you can reduce the memory footprint of any model by 2x by adding just a few lines of code. +At Hugging Face and BigScience, after completing the training of BLOOM-176B, one of the approaches we took was to collaborate with `bitsandbytes` and integrate the technology described in the recent "LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale" paper into Hugging Face Transformers. We chose to integrate it since no post-training quantization is required to run this method, and you can reduce the memory footprint of any model by 2x by adding just a few lines of code. This article focuses on giving a high-level overview of this quantization technology, outlining the difficulties in incorporating it into the `transformers` library, and drawing up the long-term goals of this partnership. @@ -56,14 +56,14 @@ The size of a model is determined by the number of its parameters, and their pre ![Summary](assets/96_hf_bitsandbytes_integration/tf32-Mantissa-chart-hi-res-FINAL.png) -Float32 (FP32) stands for the standard 32-bit floating point representation. With this data type it is possible to represent a wide range of floating numbers. In FP32, 8 bits are reserved for the "exponent", 23 bits for the "mantissa" and 1 bit for the sign of the number. In addition to that, most of the hardware supports FP32 operations and instructions. +Float32 (FP32) stands for the standardized IEEE 32-bit floating point representation. With this data type it is possible to represent a wide range of floating numbers. In FP32, 8 bits are reserved for the "exponent", 23 bits for the "mantissa" and 1 bit for the sign of the number. In addition to that, most of the hardware supports FP32 operations and instructions. In the float16 (FP16) data type, 5 bits are reserved for the exponent and 10 bits are reserved for the mantissa. This makes the representable range of FP16 numbers much lower than FP32. This exposes FP16 numbers to the risk of overflowing (trying to represent a number that is very large) and underflowing (representing a number that is very small). -For example, if you do `10k * 10k` you end up with `100k` which is not possible to represent in FP16, as the largest number possible is `64k`. And thus you'd end up with `NaN` (Not a Number) result and all the prior work is destroyed. -Usually, scaling is used to overcome this issue, but it doesn't always work well. +For example, if you do `10k * 10k` you end up with `100k` which is not possible to represent in FP16, as the largest number possible is `64k`. And thus you'd end up with `NaN` (Not a Number) result and if you have sequential computation like in neural networks, all the prior work is destroyed. +Usually, loss scaling is used to overcome this issue, but it doesn't always work well. A new format, bfloat16 (BF16), was created to avoid these constraints. In BF16, 8 bits are reserved for the exponent (which is the same as in FP32) and 7 bits are reserved for the fraction. @@ -75,9 +75,9 @@ In the Ampere architecture, NVIDIA also introduced [TensorFloat-32](https://blog In the machine learning jargon FP32 is called full precision (4 bytes), while BF16 and FP16 are referred to as half-precision (2 bytes). On top of that, the int8 (INT8) data type consists of an 8-bit representation that can store 2^8 different values (between [0, 255] or [-128, 127] for signed integers). -While, ideally the training and inference should be done in FP32, it is usually quite expensive and therefore a mixed precision approach is used where some parts of the training loop is done in FP32 while the other in either BF16 or FP16. The lower precision also runs faster. +While, ideally the training and inference should be done in FP32, it is two times slower than FP16/BF16 and therefore a mixed precision approach is used where the weights are held in FP32 as a precise "main weights" refrence, while computation in a forward and backward pass are done for FP16/BF16 to enhance training speed. The FP16/BF16 gradients are then used to update the FP32 main weights. -During training, the master weights are always stored in FP32, but in practice, the half-precision weights often provide similar quality during inference as their FP32 counterpart. This means we can use the half-precision weights and use half the GPUs to accomplish the same outcome. +During training, the main weights are always stored in FP32, but in practice, the half-precision weights often provide similar quality during inference as their FP32 counterpart -- a precise reference of the model is only needed when it receives multiple gradient updates. This means we can use the half-precision weights and use half the GPUs to accomplish the same outcome. ![Model-storage](assets/96_hf_bitsandbytes_integration/Model-storage.png) @@ -88,7 +88,7 @@ But what if we can store those weights with less memory using a different data t ## Introduction to model quantization -Experientially we have discovered that instead of using the 4-byte FP32 precision, we can get an almost identical inference outcome with 2-byte BF16/FP16 half-precision, which halves the model size. It'd be amazing to cut it further, but the inference quality outcome starts to drop dramatically at lower precision. +Experimentially, we have discovered that instead of using the 4-byte FP32 precision, we can get an almost identical inference outcome with 2-byte BF16/FP16 half-precision, which halves the model size. It'd be amazing to cut it further, but the inference quality outcome starts to drop dramatically at lower precision. To remediate that, we introduce 8-bit quantization. This method uses a quarter precision, thus needing only 1/4th of the model size! But it's not done by just dropping another half of the bits. @@ -112,22 +112,19 @@ To retrieve the latest, one can just divide in full precision the int8 number wi For an unsigned int8, we would subtract the minimum and scale by the absolute maximum. This is close to what zero-point quantization does. It's is similar to a min-max scaling but the latter maintains the value scales in such a way that the value “0” is always represented by an integer without any quantization error. -These tricks can be combined in several ways, for example, row-wise or vector-wise quantization, when it comes to matrix multiplication for more accurate results. +These tricks can be combined in several ways, for example, row-wise or vector-wise quantization, when it comes to matrix multiplication for more accurate results. Looking at the matrix multiplication, A\*B=C, instead of regular quantization that normalize by a absolute maximum value per tensor, vector-wise quantization finds the absolute maximum of each row of A and each column of B. Then we normalize A and B by dividing these vectors. We then multiply A\*B to get C. Finally, to get back the FP16 values, we denormalize by computing the outer product of the absolute maximum vector of A and B. More details on this technique can be found in the LLM.int8() paper (XXX: link here). -If you want to read more details about how classic quantization techniques work, we recommend reading this [blog post](https://intellabs.github.io/distiller/algo_quantization.html) or the GPT3.int8() paper (XXX: link). +While these basic techniques enable us to quanitize Deep Learning models, they usually lead to a drop in accuracy for larger models. The LLM.int8() implementation that we integrated into Hugging Face Transformers and Accelerate libraries is the first technique that does not degrade performance even for large models with 176B parameters, such as BLOOM. -While these basic techniques enable us to quanitize Deep Learning models, they usually lead to a drop in accuracy for larger models. The bnb-int8 implementation that we integrated into Hugging Face Transformers and Accelerate libraries is the first technique that does not degrade performance even for large models with 176B parameters, such as BLOOM. +## A gentle summary of LLM.int8(): zero degradation matrix multiplication for Large Language Models +Authors of LLM.int8() have demonstrated that it is crucial to comprehend the scale-dependent emergent properties of transformers in order to understand why traditional quantization fails for large models. They demonstrate that performance deterioration is caused by outlier features, which we explain in the next section. The LLM.int8() algorithm itself can be explain as follows. -## A gentle summary of mixed int8 matrix multiplication for Large Language Models - -Authors have demonstrated that it is crucial to comprehend the scale-dependent emergent properties of transformers in order to understand why traditional quantization fails for large models. They demonstrate that performance deterioration is caused by outlier features, which will be explained next. - -In essence, 8-bit Matrix Multiplication at Scale for Transformers seeks to complete the matrix multiplication computation in three steps: +In essence, LLM.int8() seeks to complete the matrix multiplication computation in three steps: 1. From the input hidden states, extract the outliers (i.e. values that are larger than a certain threshold) by column. -2. Perform the matrix multiplication of the outliers in fp16 and the non-outliers in int8. -3. Dequantize the non-outlier results and retrieve the full result in fp16. +2. Perform the matrix multiplication of the outliers in FP16 and the non-outliers in int8. +3. Dequantize the non-outlier results and add both outlier and non-outlier results together to receive the full result in FP16. These steps can be summarized in the following animation: @@ -135,13 +132,13 @@ These steps can be summarized in the following animation: ### The importance of outlier features -A value that is outside the range of some numbers' global distribution is generally referred to as an outlier. Outlier detection has been widely used and covered in the current literature, and having prior knowledge of the distribution of your features helps with the task of outlier detection. More specifically, authors have observed that classic quantization at scale fails for transformer-based models >6B parameters. +A value that is outside the range of some numbers' global distribution is generally referred to as an outlier. Outlier detection has been widely used and covered in the current literature, and having prior knowledge of the distribution of your features helps with the task of outlier detection. More specifically, authors have observed that classic quantization at scale fails for transformer-based models >6B parameters. While large outlier features are also present in smaller models, the authors observe that a certain threshold these outliers from highly systematic patterns across transformers which are present in every layer of the transformer. For more details on these phenomena see the LLM.int8() paper. -For the majority of models, hidden state features in transformers increase in magnitude with model size. As mentioned earlier, 8-bit precision is extremely constrained, therefore quantizing a vector with several big values can produce wildly erroneous results. Additionally, because of a built-in characteristic of the transformer-based architecture that links all the elements together, these errors tend to compound as they get propagated across multiple layers. Therefore, mixed-precision decomposition has been developed to facilitate efficient quantization with such extreme outliers. It is discussed next. +As mentioned earlier, 8-bit precision is extremely constrained, therefore quantizing a vector with several big values can produce wildly erroneous results. Additionally, because of a built-in characteristic of the transformer-based architecture that links all the elements together, these errors tend to compound as they get propagated across multiple layers. Therefore, mixed-precision decomposition has been developed to facilitate efficient quantization with such extreme outliers. It is discussed next. ### Inside the MatMul -Once the hidden states are computed we extract the outliers using a custom threshold (6.0 in our example) and we decompose the matrix into two parts as explained above. The outlier part is done in fp16 so it is a classic matrix multiplication, whereas the 8-bit matrix multiplication is done by quantizing the weights and hidden states into 8-bit precision using row-wise absmax quantization for the hidden states and column-wise absmax quantization for the weight matrix. +Once the hidden states are computed we extract the outliers using a custom threshold and we decompose the matrix into two parts as explained above. The authors find, that extracting all outliers with magnitude 6 or greater in this way recoveres full inference performance. The outlier part is done in fp16 so it is a classic matrix multiplication, whereas the 8-bit matrix multiplication is done by quantizing the weights and hidden states into 8-bit precision using vector-wise quantization -- that is, row-wise quantization for the hidden state and column-wise quantization for the weight matrix. After this step, the results are dequantized and returned in half-precision in order to add them to the first matrix multiplication. ![Matmul.png](assets/96_hf_bitsandbytes_integration/Matmul.png) @@ -183,7 +180,7 @@ We indeed observe 0 performance degradation for those models since the absolute ### Is it faster than native models? -We also benchmarked the int8 inference speed of several models. Although we are close to having the same speed as the native model for large models (tested on BLOOM-176), the inference speed seems to be much slower than the native model on smaller models. +While the authors state that the main purpose of the LLM.int8() method is to make large models more accessible without performance degradation, we also benchmarked the inference speed of int8 models on different models. Although we are close to having the same speed as the native model for large models (tested on BLOOM-176), the inference speed seems to be much slower than the native model on smaller models. These issues are currently as expected and might be improve with [updates](https://github.com/TimDettmers/bitsandbytes/issues/6#issuecomment-1211345635) to the bitsandbytes software. | Precision | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | | -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | @@ -202,7 +199,7 @@ We also benchmarked the int8 inference speed of several models. Although we are The 3 models are BLOOM-176B, T5-11B and T5-3B -For a more technical deep dive into the method, we highly suggest checking out Tim Dettmers' blog : (link) +For a more technical deep dive into the method, we highly suggest checking out Tim Dettmers' blog post about [LLM.int8()](https://timdettmers.com/2022/10/16/llm-int8/). ### Hugging Face `transformers` integration nuances @@ -224,7 +221,7 @@ import bitsandbytes as bnb from bnb.nn import Linear8bitLt ``` -2. Then you can define your own FP16 model. This detail is very important as you absolutely need a FP16 model to make it work. You might be able to use FP32 or BF16 model weights and cast those to FP16 (but at your own risk, since after conversion a model may fail to work - e.g. fp16 easily overflows with large numbers). +2. Then you can define your own FP16 model. This detail is very important as you absolutely need a FP16 model to make it work. You can also train or load a FP32 or BF16 model and cast it directly to FP16. ```py fp16_model = nn.Sequential( @@ -233,14 +230,14 @@ fp16_model = nn.Sequential( ).to(torch.float16) ``` -3. Next, you train the model and save the result: +3. Let's say you have trained your model on your favorite dataset and task! Now time to save the model: ```py [... train the model ...] torch.save(fp16_model.state_dict(), "model.pt") ``` -4. Next we define an int8 model: +4. Now that your `state_dict` is saved, let us define an int8 model: ```py int8_model = nn.Sequential( @@ -249,9 +246,9 @@ int8_model = nn.Sequential( ) ``` -Here it is very important to add the flag `has_fp16_weights`. By default, this is set to `True` because loading a model with `has_fp16_weights=True` is not very well supported yet. +Here it is very important to add the flag `has_fp16_weights`. By default, this is set to `True` which is used to train in mixed Int8/FP16 precision. However, we are interested in memory efficient inference for which we need to use `has_fp16_weights=False`. -5. Finally the fp16 weights are loaded into the 8-bit model! +5. Now time to load your model in 8-bit! ```py int8_model.load_state_dict(torch.load("model.pt")) @@ -273,7 +270,7 @@ tensor([[ 0.0031, -0.0438, 0.0494, ..., -0.0046, -0.0410, 0.0436], dtype=torch.float16) ``` -Whereas, if you print it after the `.to` call, you get: +Whereas if you print it after the second line's call you get: ``` int8_model[0].weight @@ -288,8 +285,7 @@ tensor([[ 3, -47, 54, ..., -5, -44, 47], device='cuda:0', dtype=torch.int8, requires_grad=True) ``` -The weights values are "truncated" as we have seen when explaining quantization in the previous sections. Also, the values seem to be distributed between `[-128, 127]`. - +The weights values are "truncated" as we have seen when explaining quantization in the previous sections. Also, the values seem to be distributed between [-127, 127]. You might also wonder how to retrieve the FP16 weights in order to perform the outlier MatMul in fp16? You can simply do: ```py @@ -309,12 +305,12 @@ tensor([[ 0.0028, -0.0459, 0.0522, ..., -0.0049, -0.0428, 0.0462], device='cuda:0') ``` -Which is quite close to the original FP16 values (2 print outs up)! +Which is close enough to the original FP16 values (2 print outs up)! 6. Now you can safely infer using your model by making sure your model is on the correct GPU: ```py -input_ = torch.randn(8, 64, dtype=torch.float16) +hidden_states = int8_model(input_.to(torch.device('cuda', 0))) hidden_states = int8_model(input_.to(0)) ``` @@ -334,7 +330,7 @@ import torch.nn as nn from accelerate import init_empty_weights with init_empty_weights(): - model = nn.Sequential([nn.Linear(100000, 100000) for _ in range(1000)]) # This will consume ~0 RAM! + model = nn.Sequential([nn.Linear(100000, 100000) for _ in range(1000)]) # This will take ~0 RAM! ``` The initialized model will be put on PyTorch's `meta` device, an underlying mechanism to represent shape and dtype without allocating memory for storage. How cool is that? @@ -440,9 +436,9 @@ We've found several areas for improvement that can be worked on in the future to For very large language models, we have observed that we nearly maintain the same inference speed using the native model as opposed to the mixed-8bit model (see attached experiments on BLOOM-176B). -However, due to the numerous internal casting steps, together with the outlier detection procedure that take place inside each 8bit-Linear layer, this method can significantly slow down inference speed on small models (models with less than 6b parameters). +However, due to the overhead of quantization, together with the outlier detection procedure that take place inside each 8bit-Linear layer, this method can significantly slow down inference speed on small models (models with less than 6b parameters). -One could attempt to improve that in the future and see how the inference speed can be decreased, probably by avoiding the casting operations or writing more efficient CUDA kernels. +One could attempt to improve that in the future and see how the inference speed can be decreased, probably by making the outlier extraction more efficient or parallelizing the outlier and non-outlier matrix multiplication which are currently done sequentially. ### Saving 8-bit state dicts on the Hub From 96898cf756fc5c3af0462df6d8ed3dbc5d5a7d60 Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Tue, 16 Aug 2022 00:03:51 +0200 Subject: [PATCH 44/57] remove separators --- hf-bitsandbytes-integration.md | 3 --- 1 file changed, 3 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 2b3f38ac68..c69be70183 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -186,13 +186,10 @@ While the authors state that the main purpose of the LLM.int8() method is to mak | -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | | bf16 | 176B | 8xA100 80GB | 239 | 32 | 9.9 | | int8 | 176B | 4xA100 80GB | 282 | 37.5 | 10.2 | -| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | | bf16 | 176B | 14xA100 40GB | 285 | 36.5 | 10.4 | | int8 | 176B | 5xA100 40GB | 367 | 46.4 | oom | -| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | | fp16 | 11B | 2xT4 15GB | 11.7 | 1.7 | 0.5 | | int8 | 11B | 1xT4 15GB | 43.5 | 5.3 | 1.3 | -| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | | fp32 | 3B | 2xT4 15GB | 45 | 7.2 | 3.1 | | int8 | 3B | 1xT4 15GB | 312 | 39.1 | 10.2 | From c7495781e90be21d840f9350452ad027296a6e52 Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Tue, 16 Aug 2022 00:06:29 +0200 Subject: [PATCH 45/57] explain why it is slow --- hf-bitsandbytes-integration.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index c69be70183..7a7c01080c 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -180,7 +180,7 @@ We indeed observe 0 performance degradation for those models since the absolute ### Is it faster than native models? -While the authors state that the main purpose of the LLM.int8() method is to make large models more accessible without performance degradation, we also benchmarked the inference speed of int8 models on different models. Although we are close to having the same speed as the native model for large models (tested on BLOOM-176), the inference speed seems to be much slower than the native model on smaller models. These issues are currently as expected and might be improve with [updates](https://github.com/TimDettmers/bitsandbytes/issues/6#issuecomment-1211345635) to the bitsandbytes software. +While the authors state that the main purpose of the LLM.int8() method is to make large models more accessible without performance degradation, we also benchmarked the inference speed of int8 models on different models. Although we are 15% to 23% slower than the native model for BLOOM-176, the inference speed seems to be much slower than the native model on smaller models (4 times to 9 times). These issues are currently as expected and might be improve with [updates](https://github.com/TimDettmers/bitsandbytes/issues/6#issuecomment-1211345635) to the bitsandbytes software in the near future. | Precision | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | | -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | From 35c31c12b89ed851ec8e3ae35bf6e78ad56ac0db Mon Sep 17 00:00:00 2001 From: Younes Belkada <49240599+younesbelkada@users.noreply.github.com> Date: Tue, 16 Aug 2022 07:22:02 +0200 Subject: [PATCH 46/57] Update hf-bitsandbytes-integration.md Co-authored-by: Stas Bekman --- hf-bitsandbytes-integration.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 7a7c01080c..0448b7776a 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -371,7 +371,7 @@ This function recursively replaces all `nn.Linear` layers of a given model initi We also discard the replacement for some modules (here the `lm_head`) since we want to keep the latest in their native precision for more precise and stable results. But it isn't over yet! The function above is executed under the `init_empty_weights` context manager which means that the new model will be still in the `meta` device. -For models that are initialized under this context manager, `accelerate` will manually load the parameters of each module and sets it on the correct device. +For models that are initialized under this context manager, `accelerate` will manually load the parameters of each module and move them to the correct devices. In `bitsandbytes`, setting a `Linear8bitLt` module's device is a crucial step (if you are curious, you can check the code snippet [here](https://github.com/TimDettmers/bitsandbytes/blob/bd515328d70f344f935075f359c5aefc616878d5/bitsandbytes/nn/modules.py#L94)) as we have seen in our toy script. Here the quantization step fails when calling it twice. We had to come up with an implementation of `accelerate`'s `set_module_tensor_to_device` function (termed as `set_module_8bit_tensor_to_device`) to make sure we don't call it twice. Let's discuss this in detail in the section below! From c6a39d74de8880ed38531b0a27a66b3896a4f8f3 Mon Sep 17 00:00:00 2001 From: Younes Belkada <49240599+younesbelkada@users.noreply.github.com> Date: Tue, 16 Aug 2022 07:26:08 +0200 Subject: [PATCH 47/57] Add links to paper --- hf-bitsandbytes-integration.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 0448b7776a..687010fcde 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -42,7 +42,7 @@ Therefore, these models are hard to run on easily accessible devices. For exampl Because these huge models require so many GPUs to run, we need to find ways to reduce these requirements while preserving the model's performance. Various technologies have been developed that try to shrink the model size, you may have heard of quantization and distillation, and there are many others. -At Hugging Face and BigScience, after completing the training of BLOOM-176B, one of the approaches we took was to collaborate with `bitsandbytes` and integrate the technology described in the recent "LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale" paper into Hugging Face Transformers. We chose to integrate it since no post-training quantization is required to run this method, and you can reduce the memory footprint of any model by 2x by adding just a few lines of code. +At Hugging Face and BigScience, after completing the training of BLOOM-176B, one of the approaches we took was to collaborate with `bitsandbytes` and integrate the technology described in the recent ["LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale" paper](url) into Hugging Face Transformers. We chose to integrate it since no post-training quantization is required to run this method, and you can reduce the memory footprint of any model by 2x by adding just a few lines of code. This article focuses on giving a high-level overview of this quantization technology, outlining the difficulties in incorporating it into the `transformers` library, and drawing up the long-term goals of this partnership. @@ -112,7 +112,7 @@ To retrieve the latest, one can just divide in full precision the int8 number wi For an unsigned int8, we would subtract the minimum and scale by the absolute maximum. This is close to what zero-point quantization does. It's is similar to a min-max scaling but the latter maintains the value scales in such a way that the value “0” is always represented by an integer without any quantization error. -These tricks can be combined in several ways, for example, row-wise or vector-wise quantization, when it comes to matrix multiplication for more accurate results. Looking at the matrix multiplication, A\*B=C, instead of regular quantization that normalize by a absolute maximum value per tensor, vector-wise quantization finds the absolute maximum of each row of A and each column of B. Then we normalize A and B by dividing these vectors. We then multiply A\*B to get C. Finally, to get back the FP16 values, we denormalize by computing the outer product of the absolute maximum vector of A and B. More details on this technique can be found in the LLM.int8() paper (XXX: link here). +These tricks can be combined in several ways, for example, row-wise or vector-wise quantization, when it comes to matrix multiplication for more accurate results. Looking at the matrix multiplication, A\*B=C, instead of regular quantization that normalize by a absolute maximum value per tensor, vector-wise quantization finds the absolute maximum of each row of A and each column of B. Then we normalize A and B by dividing these vectors. We then multiply A\*B to get C. Finally, to get back the FP16 values, we denormalize by computing the outer product of the absolute maximum vector of A and B. More details on this technique can be found in the [LLM.int8() paper](https://arxiv.org/abs/2208.07339). While these basic techniques enable us to quanitize Deep Learning models, they usually lead to a drop in accuracy for larger models. The LLM.int8() implementation that we integrated into Hugging Face Transformers and Accelerate libraries is the first technique that does not degrade performance even for large models with 176B parameters, such as BLOOM. @@ -132,7 +132,7 @@ These steps can be summarized in the following animation: ### The importance of outlier features -A value that is outside the range of some numbers' global distribution is generally referred to as an outlier. Outlier detection has been widely used and covered in the current literature, and having prior knowledge of the distribution of your features helps with the task of outlier detection. More specifically, authors have observed that classic quantization at scale fails for transformer-based models >6B parameters. While large outlier features are also present in smaller models, the authors observe that a certain threshold these outliers from highly systematic patterns across transformers which are present in every layer of the transformer. For more details on these phenomena see the LLM.int8() paper. +A value that is outside the range of some numbers' global distribution is generally referred to as an outlier. Outlier detection has been widely used and covered in the current literature, and having prior knowledge of the distribution of your features helps with the task of outlier detection. More specifically, authors have observed that classic quantization at scale fails for transformer-based models >6B parameters. While large outlier features are also present in smaller models, the authors observe that a certain threshold these outliers from highly systematic patterns across transformers which are present in every layer of the transformer. For more details on these phenomena see the [LLM.int8() paper](https://arxiv.org/abs/2208.07339). As mentioned earlier, 8-bit precision is extremely constrained, therefore quantizing a vector with several big values can produce wildly erroneous results. Additionally, because of a built-in characteristic of the transformer-based architecture that links all the elements together, these errors tend to compound as they get propagated across multiple layers. Therefore, mixed-precision decomposition has been developed to facilitate efficient quantization with such extreme outliers. It is discussed next. @@ -176,7 +176,7 @@ For BLOOM-176: | winogrande | acc | 0.7048 | 0.7048 | 0.0128 | 0 | -We indeed observe 0 performance degradation for those models since the absolute difference of the metrics are all below the standard error (except for BLOOM-int8 which is slightly better than the native model on lambada). For a more detailed performance evaluation against state-of-the-art approaches, take a look at the paper! +We indeed observe 0 performance degradation for those models since the absolute difference of the metrics are all below the standard error (except for BLOOM-int8 which is slightly better than the native model on lambada). For a more detailed performance evaluation against state-of-the-art approaches, take a look at the [paper](https://arxiv.org/abs/2208.07339)! ### Is it faster than native models? From 92517bede162c01c6bea12ec85be2004e0025dfe Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Tue, 16 Aug 2022 07:26:32 +0200 Subject: [PATCH 48/57] delete dummy file --- test.md | 23 ----------------------- 1 file changed, 23 deletions(-) delete mode 100644 test.md diff --git a/test.md b/test.md deleted file mode 100644 index 66ac7e6380..0000000000 --- a/test.md +++ /dev/null @@ -1,23 +0,0 @@ - -| Precision | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | -| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | -| bf16 | 176B | 8xA100 80GB | 239 | 32 | 9.9 | -| int8 | 176B | 4xA100 80GB | 282 | 37.5 | 10.2 | -| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | -| bf16 | 176B | 14xA100 40GB | 285 | 36.5 | 10.4 | -| int8 | 176B | 5xA100 40GB | 367 | 46.4 | oom | -| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | -| fp16 | 11B | 2xT4 15GB | 11.7 | 1.7 | 0.5 | -| int8 | 11B | 1xT4 15GB | 43.5 | 5.3 | 1.3 | -| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | -| fp32 | 3B | 2xT4 15GB | 45 | 7.2 | 3.1 | -| int8 | 3B | 1xT4 15GB | 312 | 39.1 | 10.2 | - -The 3 models are BLOOM-176B, T5-11B and T5-3B - -| foo | bar | -| ----- | --- | -| `a⎮b` | baz | -| foo | bar | -| ----- | --- | -| `a⎮b` | baz | From f8fa134784e3b2af64a7484dc3df928935817328 Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Tue, 16 Aug 2022 17:42:21 +0200 Subject: [PATCH 49/57] add correct link to paper --- hf-bitsandbytes-integration.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 687010fcde..b242702f93 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -42,7 +42,7 @@ Therefore, these models are hard to run on easily accessible devices. For exampl Because these huge models require so many GPUs to run, we need to find ways to reduce these requirements while preserving the model's performance. Various technologies have been developed that try to shrink the model size, you may have heard of quantization and distillation, and there are many others. -At Hugging Face and BigScience, after completing the training of BLOOM-176B, one of the approaches we took was to collaborate with `bitsandbytes` and integrate the technology described in the recent ["LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale" paper](url) into Hugging Face Transformers. We chose to integrate it since no post-training quantization is required to run this method, and you can reduce the memory footprint of any model by 2x by adding just a few lines of code. +At Hugging Face and BigScience, after completing the training of BLOOM-176B, one of the approaches we took was to collaborate with `bitsandbytes` and integrate the technology described in the recent ["LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale" paper](https://arxiv.org/abs/2208.07339) into Hugging Face Transformers. We chose to integrate it since no post-training quantization is required to run this method, and you can reduce the memory footprint of any model by 2x by adding just a few lines of code. This article focuses on giving a high-level overview of this quantization technology, outlining the difficulties in incorporating it into the `transformers` library, and drawing up the long-term goals of this partnership. From 728ffa8cd722dca32d188cec6825944ada6a2a01 Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Tue, 16 Aug 2022 22:15:54 +0200 Subject: [PATCH 50/57] add more explanation on speed --- hf-bitsandbytes-integration.md | 16 ++++++++++++++-- 1 file changed, 14 insertions(+), 2 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index b242702f93..832ef5e827 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -180,7 +180,7 @@ We indeed observe 0 performance degradation for those models since the absolute ### Is it faster than native models? -While the authors state that the main purpose of the LLM.int8() method is to make large models more accessible without performance degradation, we also benchmarked the inference speed of int8 models on different models. Although we are 15% to 23% slower than the native model for BLOOM-176, the inference speed seems to be much slower than the native model on smaller models (4 times to 9 times). These issues are currently as expected and might be improve with [updates](https://github.com/TimDettmers/bitsandbytes/issues/6#issuecomment-1211345635) to the bitsandbytes software in the near future. +While the authors state that the main purpose of the LLM.int8() method is to make large models more accessible without performance degradation, we also benchmarked the inference speed of int8 models on different models. Although we are 15% to 23% slower than the native model for BLOOM-176. In the current `bitsandbytes` version (0.31.8) the inference speed seems to be much slower than the native model on smaller models (4 times to 9 times). These issues are currently as expected and might be improve with [updates](https://github.com/TimDettmers/bitsandbytes/issues/6#issuecomment-1211345635) to the bitsandbytes software in the near future. | Precision | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | | -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | @@ -195,6 +195,16 @@ While the authors state that the main purpose of the LLM.int8() method is to mak The 3 models are BLOOM-176B, T5-11B and T5-3B +But we quickly went through some CUDA kernels optimization including fused kernel writing and managed to improve the latency of smaller models by ~2! + +| Precision | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | +| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | +| fp16 | 11B | 2xT4 15GB | 11.7 | 1.7 | 0.5 | +| int8 | 11B | 1xT4 15GB | 25.3 | 3.1 | 0.8 | +| fp32 | 3B | 2xT4 15GB | 45 | 7.2 | 3.1 | +| int8 | 3B | 1xT4 15GB | 173 | 21.1 | 5.6 | + +Stay tuned in the incoming weeks as further improvements will come in the next weeks on `bitsandbytes`. For a more technical deep dive into the method, we highly suggest checking out Tim Dettmers' blog post about [LLM.int8()](https://timdettmers.com/2022/10/16/llm-int8/). @@ -431,12 +441,14 @@ We've found several areas for improvement that can be worked on in the future to ### Inference speed and slowing down on smaller models -For very large language models, we have observed that we nearly maintain the same inference speed using the native model as opposed to the mixed-8bit model (see attached experiments on BLOOM-176B). +For very large language models, we have observed that we nearly maintain the same inference speed using the native model as opposed to the mixed-8bit model (see attached experiments on BLOOM-176B) for a large batch size. However, due to the overhead of quantization, together with the outlier detection procedure that take place inside each 8bit-Linear layer, this method can significantly slow down inference speed on small models (models with less than 6b parameters). One could attempt to improve that in the future and see how the inference speed can be decreased, probably by making the outlier extraction more efficient or parallelizing the outlier and non-outlier matrix multiplication which are currently done sequentially. +Some tentative ideas has been already implemented and tested for small models (<=11B parameters) as presented in [the benchmarking section](#is-it-faster-than-native-models?). We will most likely see major improvements in the future that will be integrated into `bitsandbytes` library. + ### Saving 8-bit state dicts on the Hub 8-bit state dicts cannot currently be loaded directly into the 8-bit model after being pushed on the Hub. This is due to the fact that the statistics (remember `weight.CB` and `weight.SCB`) computed by the model are not currently stored or taken into account inside the state dict, and the `Linear8bitLt` module does not support this feature yet. 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z@wI``Tiil21tSL_JUnvuwgk;;28aWy*B?0XOom90{?S`IFmS!_#KZd0-D7%jX_I7=?C9%KL}RjJv}PbW^Q`Y z!!|G+?>OGV#h*oqzr7;Wqc9(c3H>5;draNUWq-)1z>nthCj*m0_z1A35J?dW?c(@ zy6;h)X`Tg{{ug+Q9Q?HIIJjA;=z@8-$?S?N7T^wK^Wy(RX@-7L+rl7h-sz~x7k`xm zdY)T{U2^GZjv)Ti`CTZo64n3ZbCBKnQONkRO9;)|xv`lT_w`qE8yW|H6dkpwZaaGIkNUk<0k` zm-kxf7&dhKO&B15i)-tCOCFY$`=|+I89m`wQWf&{A%e4aazK1D6zE1z+o}`t7t4l3 zT)ujD2mSuu%C2Ian_2IEMbGuT)j!aTzzBZGfj~xp4&vT(8QIk?%5tCGv zuZWwy-Szz_(-TR%{uvr*n-3ROS`;)YLbIfDht~lSWcKxJ=wD17@NHy(b|xqxpn=!W znZBM%bQ)pZjQV4kov14b5_LRPTXf9Md4g*VRZ>AOB jef Date: Tue, 16 Aug 2022 22:51:33 +0200 Subject: [PATCH 52/57] replace authors by we --- hf-bitsandbytes-integration.md | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 937ba7db25..4a5b3b348f 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -119,7 +119,7 @@ While these basic techniques enable us to quanitize Deep Learning models, they u ## A gentle summary of LLM.int8(): zero degradation matrix multiplication for Large Language Models -Authors of LLM.int8() have demonstrated that it is crucial to comprehend the scale-dependent emergent properties of transformers in order to understand why traditional quantization fails for large models. They demonstrate that performance deterioration is caused by outlier features, which we explain in the next section. The LLM.int8() algorithm itself can be explain as follows. +In LLM.int8(), we have demonstrated that it is crucial to comprehend the scale-dependent emergent properties of transformers in order to understand why traditional quantization fails for large models. We demonstrate that performance deterioration is caused by outlier features, which we explain in the next section. The LLM.int8() algorithm itself can be explain as follows. In essence, LLM.int8() seeks to complete the matrix multiplication computation in three steps: 1. From the input hidden states, extract the outliers (i.e. values that are larger than a certain threshold) by column. @@ -132,13 +132,13 @@ These steps can be summarized in the following animation: ### The importance of outlier features -A value that is outside the range of some numbers' global distribution is generally referred to as an outlier. Outlier detection has been widely used and covered in the current literature, and having prior knowledge of the distribution of your features helps with the task of outlier detection. More specifically, authors have observed that classic quantization at scale fails for transformer-based models >6B parameters. While large outlier features are also present in smaller models, the authors observe that a certain threshold these outliers from highly systematic patterns across transformers which are present in every layer of the transformer. For more details on these phenomena see the [LLM.int8() paper](https://arxiv.org/abs/2208.07339). +A value that is outside the range of some numbers' global distribution is generally referred to as an outlier. Outlier detection has been widely used and covered in the current literature, and having prior knowledge of the distribution of your features helps with the task of outlier detection. More specifically, we have observed that classic quantization at scale fails for transformer-based models >6B parameters. While large outlier features are also present in smaller models, we observe that a certain threshold these outliers from highly systematic patterns across transformers which are present in every layer of the transformer. For more details on these phenomena see the [LLM.int8() paper](https://arxiv.org/abs/2208.07339). As mentioned earlier, 8-bit precision is extremely constrained, therefore quantizing a vector with several big values can produce wildly erroneous results. Additionally, because of a built-in characteristic of the transformer-based architecture that links all the elements together, these errors tend to compound as they get propagated across multiple layers. Therefore, mixed-precision decomposition has been developed to facilitate efficient quantization with such extreme outliers. It is discussed next. ### Inside the MatMul -Once the hidden states are computed we extract the outliers using a custom threshold and we decompose the matrix into two parts as explained above. The authors find, that extracting all outliers with magnitude 6 or greater in this way recoveres full inference performance. The outlier part is done in fp16 so it is a classic matrix multiplication, whereas the 8-bit matrix multiplication is done by quantizing the weights and hidden states into 8-bit precision using vector-wise quantization -- that is, row-wise quantization for the hidden state and column-wise quantization for the weight matrix. +Once the hidden states are computed we extract the outliers using a custom threshold and we decompose the matrix into two parts as explained above. We found that extracting all outliers with magnitude 6 or greater in this way recoveres full inference performance. The outlier part is done in fp16 so it is a classic matrix multiplication, whereas the 8-bit matrix multiplication is done by quantizing the weights and hidden states into 8-bit precision using vector-wise quantization -- that is, row-wise quantization for the hidden state and column-wise quantization for the weight matrix. After this step, the results are dequantized and returned in half-precision in order to add them to the first matrix multiplication. ![Matmul.png](assets/96_hf_bitsandbytes_integration/Matmul.png) @@ -180,7 +180,10 @@ We indeed observe 0 performance degradation for those models since the absolute ### Is it faster than native models? -While the authors state that the main purpose of the LLM.int8() method is to make large models more accessible without performance degradation, we also benchmarked the inference speed of int8 models on different models. Although we are 15% to 23% slower than the native model for BLOOM-176. In the current `bitsandbytes` version (0.31.8) the inference speed seems to be much slower than the native model on smaller models (4 times to 9 times). These issues are currently as expected and might be improve with [updates](https://github.com/TimDettmers/bitsandbytes/issues/6#issuecomment-1211345635) to the bitsandbytes software in the near future. + +The main purpose of the LLM.int8() method is to make large models more accessible without performance degradation. But the method would be less useful if it is very slow. So we benchmarked the generation speed of multiple models. +We find that BLOOM-176B with LLM.int8() is about 15% to 23% slower than the fp16 version – which is still quite acceptable. We found larger slowdowns for smaller models, like T5-3B and T5-11B. We worked hard to speed up these small models. Within a day, we could improve inference per token from 312 ms to 173 ms for T5-3B and from 45 ms to 25 ms for T5-11B. Additionally, issues were [already identified](https://github.com/TimDettmers/bitsandbytes/issues/6#issuecomment-1211345635), and LLM.int8() will likely be faster still for small models in upcoming releases. For now, the current numbers are in the table below. + | Precision | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | | -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | From 3789ca0ebbd132460d226086f25543a9b8caa9de Mon Sep 17 00:00:00 2001 From: younesbelkada Date: Tue, 16 Aug 2022 22:56:04 +0200 Subject: [PATCH 53/57] add freezed image --- .../quant-freeze.png | Bin 0 -> 251459 bytes hf-bitsandbytes-integration.md | 4 +++- 2 files changed, 3 insertions(+), 1 deletion(-) create mode 100644 assets/96_hf_bitsandbytes_integration/quant-freeze.png diff --git a/assets/96_hf_bitsandbytes_integration/quant-freeze.png b/assets/96_hf_bitsandbytes_integration/quant-freeze.png new file mode 100644 index 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file changed, 11 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index dc37e78be1..8daea4db86 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -200,17 +200,6 @@ We find that BLOOM-176B with LLM.int8() is about 15% to 23% slower than the fp16 The 3 models are BLOOM-176B, T5-11B and T5-3B -But we quickly went through some CUDA kernels optimization including fused kernel writing and managed to improve the latency of smaller models by ~2! - -| Precision | Number of parameters | Hardware | Time per token in milliseconds for Batch Size 1 | Time per token in milliseconds for Batch Size 8 | Time per token in milliseconds for Batch Size 32 | -| -------------- | -------------------- | ------------ | ----------------------------------------------- | ----------------------------------------------- | ------------------------------------------------ | -| fp16 | 11B | 2xT4 15GB | 11.7 | 1.7 | 0.5 | -| int8 | 11B | 1xT4 15GB | 25.3 | 3.1 | 0.8 | -| fp32 | 3B | 2xT4 15GB | 45 | 7.2 | 3.1 | -| int8 | 3B | 1xT4 15GB | 173 | 21.1 | 5.6 | - -Stay tuned in the incoming weeks as further improvements will come in the next weeks on `bitsandbytes`. - For a more technical deep dive into the method, we highly suggest checking out Tim Dettmers' blog post about [LLM.int8()](https://timdettmers.com/2022/10/16/llm-int8/). ### Hugging Face `transformers` integration nuances From 060313f729ae282f3af32bd06859176d05c159db Mon Sep 17 00:00:00 2001 From: Tim Dettmers Date: Tue, 16 Aug 2022 16:59:45 -0700 Subject: [PATCH 55/57] Update hf-bitsandbytes-integration.md Some slight edits. --- hf-bitsandbytes-integration.md | 38 +++++++++++++++------------------- 1 file changed, 17 insertions(+), 21 deletions(-) diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 8daea4db86..2a31798295 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -34,19 +34,19 @@ thumbnail: /blog/assets/96_hf_bitsandbytes_integration/Thumbnail_blue.png ## Introduction -Language models are becoming larger all the time. At the time of this writing, PaLM has 540B parameters, OPT, GPT-3, and BLOOM have around 176B parameters, and we are trending towards even larger models. Below is a qualitative diagram showing the size of some recent language models. +Language models are becoming larger all the time. At the time of this writing, PaLM has 540B parameters, OPT, GPT-3, and BLOOM have around 176B parameters, and we are trending towards even larger models. Below is a diagram showing the size of some recent language models. ![LLM](assets/96_hf_bitsandbytes_integration/LLM3.png) -Therefore, these models are hard to run on easily accessible devices. For example, just to do inference on BLOOM-175B, you would need to have 8x 80GB A100 GPUs (~$15k each). To fine-tune BLOOM-175B, you'd need 72 of these GPUs! Much larger models, like PaLM would require even more resources. +Therefore, these models are hard to run on easily accessible devices. For example, just to do inference on BLOOM-176B, you would need to have 8x 80GB A100 GPUs (~$15k each). To fine-tune BLOOM-176B, you'd need 72 of these GPUs! Much larger models, like PaLM would require even more resources. Because these huge models require so many GPUs to run, we need to find ways to reduce these requirements while preserving the model's performance. Various technologies have been developed that try to shrink the model size, you may have heard of quantization and distillation, and there are many others. -At Hugging Face and BigScience, after completing the training of BLOOM-176B, one of the approaches we took was to collaborate with `bitsandbytes` and integrate the technology described in the recent ["LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale" paper](https://arxiv.org/abs/2208.07339) into Hugging Face Transformers. We chose to integrate it since no post-training quantization is required to run this method, and you can reduce the memory footprint of any model by 2x by adding just a few lines of code. +After completing the training of BLOOM-176B, we at HuggingFace and BigScience were looking for ways to make this big model easier to run on less GPUs. Through our BigScience community we were made aware of research on Int8 inference that does not degrade predictive performance of large models and reduces the memory footprint of large models by a factor or 2x. Soon we started collaboring on this research which ended with a full integration into Hugging Face Transformers. With this blog post, we offer LLM.int8() integration for all Hugging Face Transformer models which we explain in more detail below. If you want to read more about our research, you can read our paper, [LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale](https://arxiv.org/abs/2208.07339). This article focuses on giving a high-level overview of this quantization technology, outlining the difficulties in incorporating it into the `transformers` library, and drawing up the long-term goals of this partnership. -What elements affect a model's size? What makes BLOOM 350GB? Let's begin by gradually going over a few basic premises. +Here you will learn what exactly make a large model use so much memory? What makes BLOOM 350GB? Let's begin by gradually going over a few basic premises. ## Common data types used in Machine Learning @@ -114,7 +114,7 @@ To retrieve the latest, one can just divide in full precision the int8 number wi For an unsigned int8, we would subtract the minimum and scale by the absolute maximum. This is close to what zero-point quantization does. It's is similar to a min-max scaling but the latter maintains the value scales in such a way that the value “0” is always represented by an integer without any quantization error. -These tricks can be combined in several ways, for example, row-wise or vector-wise quantization, when it comes to matrix multiplication for more accurate results. Looking at the matrix multiplication, A\*B=C, instead of regular quantization that normalize by a absolute maximum value per tensor, vector-wise quantization finds the absolute maximum of each row of A and each column of B. Then we normalize A and B by dividing these vectors. We then multiply A\*B to get C. Finally, to get back the FP16 values, we denormalize by computing the outer product of the absolute maximum vector of A and B. More details on this technique can be found in the [LLM.int8() paper](https://arxiv.org/abs/2208.07339). +These tricks can be combined in several ways, for example, row-wise or vector-wise quantization, when it comes to matrix multiplication for more accurate results. Looking at the matrix multiplication, A\*B=C, instead of regular quantization that normalize by a absolute maximum value per tensor, vector-wise quantization finds the absolute maximum of each row of A and each column of B. Then we normalize A and B by dividing these vectors. We then multiply A\*B to get C. Finally, to get back the FP16 values, we denormalize by computing the outer product of the absolute maximum vector of A and B. More details on this technique can be found in the [LLM.int8() paper](https://arxiv.org/abs/2208.07339) or in the [blog post about quantization and emergent features](https://timdettmers.com/2022/08/17/llm-int8-and-emergent-features/) on Tim's blog. While these basic techniques enable us to quanitize Deep Learning models, they usually lead to a drop in accuracy for larger models. The LLM.int8() implementation that we integrated into Hugging Face Transformers and Accelerate libraries is the first technique that does not degrade performance even for large models with 176B parameters, such as BLOOM. @@ -134,7 +134,7 @@ These steps can be summarized in the following animation: ### The importance of outlier features -A value that is outside the range of some numbers' global distribution is generally referred to as an outlier. Outlier detection has been widely used and covered in the current literature, and having prior knowledge of the distribution of your features helps with the task of outlier detection. More specifically, we have observed that classic quantization at scale fails for transformer-based models >6B parameters. While large outlier features are also present in smaller models, we observe that a certain threshold these outliers from highly systematic patterns across transformers which are present in every layer of the transformer. For more details on these phenomena see the [LLM.int8() paper](https://arxiv.org/abs/2208.07339). +A value that is outside the range of some numbers' global distribution is generally referred to as an outlier. Outlier detection has been widely used and covered in the current literature, and having prior knowledge of the distribution of your features helps with the task of outlier detection. More specifically, we have observed that classic quantization at scale fails for transformer-based models >6B parameters. While large outlier features are also present in smaller models, we observe that a certain threshold these outliers from highly systematic patterns across transformers which are present in every layer of the transformer. For more details on these phenomena see the [LLM.int8() paper](https://arxiv.org/abs/2208.07339) and [emergent features blog post](https://timdettmers.com/2022/08/17/llm-int8-and-emergent-features/). As mentioned earlier, 8-bit precision is extremely constrained, therefore quantizing a vector with several big values can produce wildly erroneous results. Additionally, because of a built-in characteristic of the transformer-based architecture that links all the elements together, these errors tend to compound as they get propagated across multiple layers. Therefore, mixed-precision decomposition has been developed to facilitate efficient quantization with such extreme outliers. It is discussed next. @@ -198,9 +198,7 @@ We find that BLOOM-176B with LLM.int8() is about 15% to 23% slower than the fp16 | fp32 | 3B | 2xT4 15GB | 45 | 7.2 | 3.1 | | int8 | 3B | 1xT4 15GB | 312 | 39.1 | 10.2 | -The 3 models are BLOOM-176B, T5-11B and T5-3B - -For a more technical deep dive into the method, we highly suggest checking out Tim Dettmers' blog post about [LLM.int8()](https://timdettmers.com/2022/10/16/llm-int8/). +The 3 models are BLOOM-176B, T5-11B and T5-3B. ### Hugging Face `transformers` integration nuances @@ -222,13 +220,13 @@ import bitsandbytes as bnb from bnb.nn import Linear8bitLt ``` -2. Then you can define your own FP16 model. This detail is very important as you absolutely need a FP16 model to make it work. You can also train or load a FP32 or BF16 model and cast it directly to FP16. +2. Then you can define your own model. Note that you can convert a checkpoint or model of any precision to 8-bit (FP16, BF16 or FP32) but, currently, the input of the model has to be FP16 for our Int8 module to work. So we treat our model here as a fp16 model. ```py fp16_model = nn.Sequential( nn.Linear(64, 64), nn.Linear(64, 64) -).to(torch.float16) +) ``` 3. Let's say you have trained your model on your favorite dataset and task! Now time to save the model: @@ -308,11 +306,11 @@ tensor([[ 0.0028, -0.0459, 0.0522, ..., -0.0049, -0.0428, 0.0462], Which is close enough to the original FP16 values (2 print outs up)! -6. Now you can safely infer using your model by making sure your model is on the correct GPU: +6. Now you can safely infer using your model by making sure your input is on the correct GPU and is in FP16: ```py +input_ = torch.randn(64, dtype=torch.float16) hidden_states = int8_model(input_.to(torch.device('cuda', 0))) -hidden_states = int8_model(input_.to(0)) ``` Check out [the example script](/assets/96_hf_bitsandbytes_integration/example.py) for the full minimal code! @@ -403,7 +401,7 @@ Now time to see how to benefit from this integration and how to successfully use ### Hardware requirements -8-bit tensor cores are not supported on the CPU. bitsandbytes can be run on 8-bit tensor core-supported hardware, which are Turing and Ampere GPUs (RTX 20s, RTX 30s, A40-A100, T4+). For example, Google Colab GPUs are usually NVIDIA T4 GPUs, and their latest generation of GPUs does support 8-bit cores. Our demos are based on Google Colab so check them out below! +8-bit tensor cores are not supported on the CPU. bitsandbytes can be run on 8-bit tensor core-supported hardware, which are Turing and Ampere GPUs (RTX 20s, RTX 30s, A40-A100, T4+). For example, Google Colab GPUs are usually NVIDIA T4 GPUs, and their latest generation of GPUs does support 8-bit tensor cores. Our demos are based on Google Colab so check them out below! ### Installation @@ -419,7 +417,7 @@ pip install git+https://github.com/huggingface/transformers.git Check out the Google Colab demos for running 8bit models on a BLOOM-3B model! -Here is the demo for running T5-11B (42GB in fp16) with 8-bit modules on Google Colab: +Here is the demo for running T5-11B. The T5-11B model checkpoint is in FP32 which uses 42GB of memory and does not fit on Google Colab. With our 8-bit modules it only uses 11GB and fits easily: [![Open In Colab: T5-11b demo](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1YORPWx4okIHXnjW7MSAidXN29mPVNT7F?usp=sharing) @@ -433,15 +431,13 @@ Or this demo for BLOOM-3B: This approach, in our opinion, greatly improves access to very large models. With no performance degradation, it enables users with less compute to access models that were previously inaccessible. We've found several areas for improvement that can be worked on in the future to make this method even better for large models! -### Inference speed and slowing down on smaller models - -For very large language models, we have observed that we nearly maintain the same inference speed using the native model as opposed to the mixed-8bit model (see attached experiments on BLOOM-176B) for a large batch size. +### Faster inference speed for smaller models -However, due to the overhead of quantization, together with the outlier detection procedure that take place inside each 8bit-Linear layer, this method can significantly slow down inference speed on small models (models with less than 6b parameters). +As we have seen in the [the benchmarking section](#is-it-faster-than-native-models?), we could improve the runtime speed for small model (<=6B parameters) by a factor of almost 2x. However, while the inference speed is robust for large models like BLOOM-176B there are still improvements to be had for small models. We already identified the issues and likely recover same performance as fp16, or get small speedups. You will see these changes being integrated within the next couple of weeks. -One could attempt to improve that in the future and see how the inference speed can be decreased, probably by making the outlier extraction more efficient or parallelizing the outlier and non-outlier matrix multiplication which are currently done sequentially. +### Support for Kepler GPUs (GTX 1080 etc) -Some tentative ideas has been already implemented and tested for small models (<=11B parameters) as presented in [the benchmarking section](#is-it-faster-than-native-models?). We will most likely see major improvements in the future that will be integrated into `bitsandbytes` library. +While we support all GPUs from the past four years, some old GPUs like GTX 1080 still see heavy use. While these GPUs do not have Int8 tensor cores, they do have Int8 vector units (a kind of "weak" tensor core). As such, these GPUs can also experience Int8 acceleration. However, it requires a entire different stack of software for fast inference. While we do plan to integrate support for Kepler GPUs to make the LLM.int8() feature more widely available, it will take some time to realize this due to its complexity. ### Saving 8-bit state dicts on the Hub From 4ff602f047ecce18db346cce03a9b74b06964fa3 Mon Sep 17 00:00:00 2001 From: Younes Belkada <49240599+younesbelkada@users.noreply.github.com> Date: Wed, 17 Aug 2022 02:09:00 +0200 Subject: [PATCH 56/57] Apply suggestions from code review --- _blog.yml | 2 +- hf-bitsandbytes-integration.md | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/_blog.yml b/_blog.yml index a66ac955b3..a3f836f3ad 100644 --- a/_blog.yml +++ b/_blog.yml @@ -1136,7 +1136,7 @@ title: "A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes" author: ybelkada thumbnail: /blog/assets/96_hf_bitsandbytes_integration/thumbnail_blue.png - date: August 12, 2022 + date: August 17, 2022 tags: - nlp - llm diff --git a/hf-bitsandbytes-integration.md b/hf-bitsandbytes-integration.md index 2a31798295..bef9d5cf42 100644 --- a/hf-bitsandbytes-integration.md +++ b/hf-bitsandbytes-integration.md @@ -3,7 +3,7 @@ title: "A Gentle Introduction to 8-bit Matrix Multiplication for transformers at thumbnail: /blog/assets/96_hf_bitsandbytes_integration/Thumbnail_blue.png --- -# A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using Hugging Face Transformers, Accelerate and BitsAndBytes +# A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using Hugging Face Transformers, Accelerate and bitsandbytes

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