From 6b27591d5ca833ab01c0c22ac2f3a1faa0e11827 Mon Sep 17 00:00:00 2001
From: Aiden Cline <aidenpcline@gmail.com>
Date: Thu, 10 Sep 2026 20:49:48 -0500
Subject: [PATCH 1/3] fix(amazon-bedrock): correct Meta, Mistral, and Writer
 catalog

---
 models/meta/llama-3.3-70b-instruct.toml       |  2 +-
 models/meta/llama-4-scout-17b-instruct.toml   |  3 +-
 models/mistral/magistral-small-2509.toml      | 27 +++++++++++++++++
 .../ministral-3-14b-instruct-2512.toml        | 29 +++++++++++++++++++
 .../mistral/ministral-3-3b-instruct-2512.toml | 29 +++++++++++++++++++
 .../mistral/ministral-3-8b-instruct-2512.toml | 29 +++++++++++++++++++
 models/mistral/mistral-large-2512.toml        |  3 +-
 models/mistral/voxtral-mini-3b-2507.toml      | 29 +++++++++++++++++++
 models/mistral/voxtral-small-24b-2507.toml    | 29 +++++++++++++++++++
 models/writer/palmyra-x4.toml                 | 12 ++++----
 models/writer/palmyra-x5.toml                 |  9 ++++--
 .../eu.mistral.pixtral-large-2502-v1:0.toml   |  1 +
 .../meta.llama3-1-70b-instruct-v1:0.toml      | 21 ++------------
 .../meta.llama3-1-8b-instruct-v1:0.toml       | 21 ++------------
 .../meta.llama3-3-70b-instruct-v1:0.toml      | 21 ++------------
 ...eta.llama4-maverick-17b-instruct-v1:0.toml | 22 ++++----------
 .../meta.llama4-scout-17b-instruct-v1:0.toml  | 23 ++++-----------
 .../models/mistral.devstral-2-123b.toml       | 16 ++--------
 .../models/mistral.magistral-small-2509.toml  | 18 +++---------
 .../mistral.ministral-3-14b-instruct.toml     | 18 +++---------
 .../mistral.ministral-3-3b-instruct.toml      | 18 ++----------
 .../mistral.ministral-3-8b-instruct.toml      | 19 +++---------
 ...mistral.mistral-large-3-675b-instruct.toml | 17 ++---------
 .../mistral.pixtral-large-2502-v1:0.toml      | 21 ++------------
 .../models/mistral.voxtral-mini-3b-2507.toml  | 18 ++----------
 .../mistral.voxtral-small-24b-2507.toml       | 24 ++++-----------
 .../us.meta.llama3-3-70b-instruct-v1:0.toml   |  1 -
 ...eta.llama4-maverick-17b-instruct-v1:0.toml |  6 ++++
 ...s.meta.llama4-scout-17b-instruct-v1:0.toml |  7 +++++
 .../us.mistral.pixtral-large-2502-v1:0.toml   |  1 +
 .../models/us.writer.palmyra-x4-v1:0.toml     |  9 ++++--
 .../models/us.writer.palmyra-x5-v1:0.toml     | 14 +++++++--
 .../models/writer.palmyra-x4-v1:0.toml        | 20 ++++---------
 .../models/writer.palmyra-x5-v1:0.toml        | 17 ++++-------
 34 files changed, 288 insertions(+), 266 deletions(-)
 create mode 100644 models/mistral/magistral-small-2509.toml
 create mode 100644 models/mistral/ministral-3-14b-instruct-2512.toml
 create mode 100644 models/mistral/ministral-3-3b-instruct-2512.toml
 create mode 100644 models/mistral/ministral-3-8b-instruct-2512.toml
 create mode 100644 models/mistral/voxtral-mini-3b-2507.toml
 create mode 100644 models/mistral/voxtral-small-24b-2507.toml

diff --git a/models/meta/llama-3.3-70b-instruct.toml b/models/meta/llama-3.3-70b-instruct.toml
index 2f48b022bda..246ab54c9ef 100644
--- a/models/meta/llama-3.3-70b-instruct.toml
+++ b/models/meta/llama-3.3-70b-instruct.toml
@@ -3,7 +3,7 @@ description = "Popular open Llama workhorse for multilingual chat, coding, and s
 family = "llama"
 release_date = "2024-12-06"
 last_updated = "2024-12-06"
-attachment = true
+attachment = false
 reasoning = false
 temperature = true
 tool_call = true
diff --git a/models/meta/llama-4-scout-17b-instruct.toml b/models/meta/llama-4-scout-17b-instruct.toml
index e381e973ce9..e129a0ceaac 100644
--- a/models/meta/llama-4-scout-17b-instruct.toml
+++ b/models/meta/llama-4-scout-17b-instruct.toml
@@ -1,3 +1,4 @@
+# https://github.com/meta-llama/llama-models/blob/main/models/llama4/MODEL_CARD.md
 name = "Llama 4 Scout 17B Instruct"
 description = "Open Llama with long-context vision for efficient multimodal agents"
 family = "llama"
@@ -11,7 +12,7 @@ knowledge = "2024-08"
 open_weights = true
 
 [limit]
-context = 3_500_000
+context = 10_000_000
 output = 16_384
 
 [modalities]
diff --git a/models/mistral/magistral-small-2509.toml b/models/mistral/magistral-small-2509.toml
new file mode 100644
index 00000000000..f4dcc38c9e9
--- /dev/null
+++ b/models/mistral/magistral-small-2509.toml
@@ -0,0 +1,27 @@
+# https://docs.mistral.ai/models/magistral-small-1-2-25-09
+# https://huggingface.co/mistralai/Magistral-Small-2509
+# https://huggingface.co/mistralai/Magistral-Small-2509/blob/main/generation_config.json
+# Native generation config sets max_new_tokens = 131072, matching the model card's max_tokens setting.
+name = "Magistral Small 1.2"
+description = "Open multimodal reasoning model for transparent analysis of text and images"
+family = "magistral"
+release_date = "2025-09-18"
+last_updated = "2025-09-18"
+attachment = true
+reasoning = true
+temperature = true
+tool_call = true
+open_weights = true
+license = "Apache 2.0"
+
+[limit]
+context = 131_072
+output = 131_072
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/mistralai/Magistral-Small-2509"
diff --git a/models/mistral/ministral-3-14b-instruct-2512.toml b/models/mistral/ministral-3-14b-instruct-2512.toml
new file mode 100644
index 00000000000..f39bfa4efe3
--- /dev/null
+++ b/models/mistral/ministral-3-14b-instruct-2512.toml
@@ -0,0 +1,29 @@
+# https://docs.mistral.ai/models/ministral-3-14b-25-12
+# https://huggingface.co/mistralai/Ministral-3-14B-Instruct-2512
+# https://huggingface.co/mistralai/Ministral-3-14B-Instruct-2512/blob/main/generation_config.json
+# Native examples request max_tokens = 262144; generation_config.max_length is also 262144.
+# This is a shared prompt/generation ceiling, not a host-specific independent output cap.
+name = "Ministral 3 14B"
+description = "Open vision-language model for efficient local deployment, instruction following, and tool use"
+family = "ministral"
+release_date = "2025-12-02"
+last_updated = "2025-12-02"
+attachment = true
+reasoning = false
+temperature = true
+tool_call = true
+structured_output = true
+open_weights = true
+license = "Apache 2.0"
+
+[limit]
+context = 262_144
+output = 262_144
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/mistralai/Ministral-3-14B-Instruct-2512"
diff --git a/models/mistral/ministral-3-3b-instruct-2512.toml b/models/mistral/ministral-3-3b-instruct-2512.toml
new file mode 100644
index 00000000000..e3b6fdfeea8
--- /dev/null
+++ b/models/mistral/ministral-3-3b-instruct-2512.toml
@@ -0,0 +1,29 @@
+# https://mistral.ai/news/mistral-3
+# https://huggingface.co/mistralai/Ministral-3-3B-Instruct-2512
+# https://huggingface.co/mistralai/Ministral-3-3B-Instruct-2512/blob/main/generation_config.json
+# Native examples request max_tokens = 262144; generation_config.max_length is also 262144.
+# This is a shared prompt/generation ceiling, not a host-specific independent output cap.
+name = "Ministral 3 3B"
+description = "Compact open vision-language model for edge deployment, instruction following, and tool use"
+family = "ministral"
+release_date = "2025-12-02"
+last_updated = "2025-12-02"
+attachment = true
+reasoning = false
+temperature = true
+tool_call = true
+structured_output = true
+open_weights = true
+license = "Apache 2.0"
+
+[limit]
+context = 262_144
+output = 262_144
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/mistralai/Ministral-3-3B-Instruct-2512"
diff --git a/models/mistral/ministral-3-8b-instruct-2512.toml b/models/mistral/ministral-3-8b-instruct-2512.toml
new file mode 100644
index 00000000000..493dc85c43c
--- /dev/null
+++ b/models/mistral/ministral-3-8b-instruct-2512.toml
@@ -0,0 +1,29 @@
+# https://mistral.ai/news/mistral-3
+# https://huggingface.co/mistralai/Ministral-3-8B-Instruct-2512
+# https://huggingface.co/mistralai/Ministral-3-8B-Instruct-2512/blob/main/generation_config.json
+# Native examples request max_tokens = 262144; generation_config.max_length is also 262144.
+# This is a shared prompt/generation ceiling, not a host-specific independent output cap.
+name = "Ministral 3 8B"
+description = "Compact open vision-language model for edge deployment, instruction following, and tool use"
+family = "ministral"
+release_date = "2025-12-02"
+last_updated = "2025-12-02"
+attachment = true
+reasoning = false
+temperature = true
+tool_call = true
+structured_output = true
+open_weights = true
+license = "Apache 2.0"
+
+[limit]
+context = 262_144
+output = 262_144
+
+[modalities]
+input = ["text", "image"]
+output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/mistralai/Ministral-3-8B-Instruct-2512"
diff --git a/models/mistral/mistral-large-2512.toml b/models/mistral/mistral-large-2512.toml
index 7efdb8119a5..9905e0e1c5b 100644
--- a/models/mistral/mistral-large-2512.toml
+++ b/models/mistral/mistral-large-2512.toml
@@ -1,7 +1,8 @@
+# https://mistral.ai/news/mistral-3
 name = "Mistral Large 3"
 description = "Mistral's largest general model for enterprise agents, coding, and multilingual reasoning"
 family = "mistral-large"
-release_date = "2024-11-01"
+release_date = "2025-12-02"
 last_updated = "2025-12-02"
 attachment = true
 reasoning = false
diff --git a/models/mistral/voxtral-mini-3b-2507.toml b/models/mistral/voxtral-mini-3b-2507.toml
new file mode 100644
index 00000000000..af016cdd17d
--- /dev/null
+++ b/models/mistral/voxtral-mini-3b-2507.toml
@@ -0,0 +1,29 @@
+# https://mistral.ai/news/voxtral/
+# https://huggingface.co/mistralai/Voxtral-Mini-3B-2507
+# https://huggingface.co/mistralai/Voxtral-Mini-3B-2507/blob/main/params.json
+# https://docs.mistral.ai/api/endpoint/chat
+# Native params specify 32768 positions, matching the card's 32k context.
+# Output is this shared-window ceiling: prompt + max_tokens must fit; no separate native output cap is published.
+name = "Voxtral Mini 3B 2507"
+description = "Open audio-language model for speech transcription, audio understanding, and voice-driven tool use"
+family = "voxtral"
+release_date = "2025-07-15"
+last_updated = "2025-07-15"
+attachment = true
+reasoning = false
+temperature = true
+tool_call = true
+open_weights = true
+license = "Apache 2.0"
+
+[limit]
+context = 32_768
+output = 32_768
+
+[modalities]
+input = ["text", "audio"]
+output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/mistralai/Voxtral-Mini-3B-2507"
diff --git a/models/mistral/voxtral-small-24b-2507.toml b/models/mistral/voxtral-small-24b-2507.toml
new file mode 100644
index 00000000000..c42b7c07608
--- /dev/null
+++ b/models/mistral/voxtral-small-24b-2507.toml
@@ -0,0 +1,29 @@
+# https://mistral.ai/news/voxtral/
+# https://huggingface.co/mistralai/Voxtral-Small-24B-2507
+# https://huggingface.co/mistralai/Voxtral-Small-24B-2507/blob/main/params.json
+# https://docs.mistral.ai/api/endpoint/chat
+# Native params specify 32768 positions, matching the card's 32k context.
+# Output is this shared-window ceiling: prompt + max_tokens must fit; no separate native output cap is published.
+name = "Voxtral Small 24B 2507"
+description = "Open audio-language model for speech transcription, audio understanding, and voice-driven tool use"
+family = "voxtral"
+release_date = "2025-07-15"
+last_updated = "2025-07-15"
+attachment = true
+reasoning = false
+temperature = true
+tool_call = true
+open_weights = true
+license = "Apache 2.0"
+
+[limit]
+context = 32_768
+output = 32_768
+
+[modalities]
+input = ["text", "audio"]
+output = ["text"]
+
+[[weights]]
+label = "Hugging Face"
+url = "https://huggingface.co/mistralai/Voxtral-Small-24B-2507"
diff --git a/models/writer/palmyra-x4.toml b/models/writer/palmyra-x4.toml
index 265d3ce5855..8721f0a89db 100644
--- a/models/writer/palmyra-x4.toml
+++ b/models/writer/palmyra-x4.toml
@@ -1,8 +1,10 @@
+# https://writer.com/blog/actions-with-palmyra-x4/
+# https://dev.writer.com/home/models
 name = "Palmyra X4"
-description = "Reasoning model for deliberate analysis, multi-step problem solving, and tool use"
+description = "Enterprise language model for workflow automation, coding, data analysis, and tool use"
 family = "palmyra"
-release_date = "2025-04-28"
-last_updated = "2025-04-28"
+release_date = "2024-10-09"
+last_updated = "2024-10-09"
 attachment = false
 reasoning = true
 temperature = true
@@ -10,8 +12,8 @@ tool_call = true
 open_weights = false
 
 [limit]
-context = 122_880
-output = 8_192
+context = 128_000
+output = 4_096
 
 [modalities]
 input = ["text"]
diff --git a/models/writer/palmyra-x5.toml b/models/writer/palmyra-x5.toml
index 328c9dc5011..502ff35e2ec 100644
--- a/models/writer/palmyra-x5.toml
+++ b/models/writer/palmyra-x5.toml
@@ -1,18 +1,21 @@
+# https://writer.com/blog/long-context-palmyra-x5/
+# https://dev.writer.com/home/models
+# https://dev.writer.com/home/chat-with-images
 name = "Palmyra X5"
 description = "Reasoning model for deliberate analysis, multi-step problem solving, and tool use"
 family = "palmyra"
 release_date = "2025-04-28"
 last_updated = "2025-04-28"
-attachment = false
+attachment = true
 reasoning = true
 temperature = true
 tool_call = true
 open_weights = false
 
 [limit]
-context = 1_040_000
+context = 1_000_000
 output = 8_192
 
 [modalities]
-input = ["text"]
+input = ["text", "image"]
 output = ["text"]
diff --git a/providers/amazon-bedrock/models/eu.mistral.pixtral-large-2502-v1:0.toml b/providers/amazon-bedrock/models/eu.mistral.pixtral-large-2502-v1:0.toml
index 50089982857..da36a93c809 100644
--- a/providers/amazon-bedrock/models/eu.mistral.pixtral-large-2502-v1:0.toml
+++ b/providers/amazon-bedrock/models/eu.mistral.pixtral-large-2502-v1:0.toml
@@ -1,3 +1,4 @@
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-pixtral-large.html
 # EU cross-Region inference profile, verified via ListInferenceProfiles from eu-west-1.
 # EU geo pricing (Price List eu-west-1 standard): input/output USD per 1M tokens.
 base_model = "mistral/pixtral-large-2502"
diff --git a/providers/amazon-bedrock/models/meta.llama3-1-70b-instruct-v1:0.toml b/providers/amazon-bedrock/models/meta.llama3-1-70b-instruct-v1:0.toml
index 24e05e58f65..30c8a50cd36 100644
--- a/providers/amazon-bedrock/models/meta.llama3-1-70b-instruct-v1:0.toml
+++ b/providers/amazon-bedrock/models/meta.llama3-1-70b-instruct-v1:0.toml
@@ -1,23 +1,8 @@
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-meta-llama-3-1-70b-instruct.html
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+base_model = "meta/llama-3.1-70b-instruct"
 name = "Llama 3.1 70B Instruct"
-description = "Open Llama instruction model for multilingual chat, reasoning, and coding"
-family = "llama"
-release_date = "2024-07-23"
-last_updated = "2024-07-23"
-attachment = false
-reasoning = false
-temperature = true
-knowledge = "2023-12"
-tool_call = true
-open_weights = true
 
 [cost]
 input = 0.72
 output = 0.72
-
-[limit]
-context = 128_000
-output = 4_096
-
-[modalities]
-input = ["text"]
-output = ["text"]
diff --git a/providers/amazon-bedrock/models/meta.llama3-1-8b-instruct-v1:0.toml b/providers/amazon-bedrock/models/meta.llama3-1-8b-instruct-v1:0.toml
index 0ecb525add1..7d5a8aa6ca7 100644
--- a/providers/amazon-bedrock/models/meta.llama3-1-8b-instruct-v1:0.toml
+++ b/providers/amazon-bedrock/models/meta.llama3-1-8b-instruct-v1:0.toml
@@ -1,23 +1,8 @@
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-meta-llama-3-1-8b-instruct.html
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+base_model = "meta/llama-3.1-8b-instruct"
 name = "Llama 3.1 8B Instruct"
-description = "Open Llama instruction model for multilingual chat, reasoning, and coding"
-family = "llama"
-release_date = "2024-07-23"
-last_updated = "2024-07-23"
-attachment = false
-reasoning = false
-temperature = true
-knowledge = "2023-12"
-tool_call = true
-open_weights = true
 
 [cost]
 input = 0.22
 output = 0.22
-
-[limit]
-context = 128_000
-output = 4_096
-
-[modalities]
-input = ["text"]
-output = ["text"]
diff --git a/providers/amazon-bedrock/models/meta.llama3-3-70b-instruct-v1:0.toml b/providers/amazon-bedrock/models/meta.llama3-3-70b-instruct-v1:0.toml
index 80ce307a3e5..49b655c547a 100644
--- a/providers/amazon-bedrock/models/meta.llama3-3-70b-instruct-v1:0.toml
+++ b/providers/amazon-bedrock/models/meta.llama3-3-70b-instruct-v1:0.toml
@@ -1,23 +1,8 @@
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-meta-llama-3-3-70b-instruct.html
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+base_model = "meta/llama-3.3-70b-instruct"
 name = "Llama 3.3 70B Instruct"
-description = "Open Llama instruction model for multilingual chat, reasoning, and coding"
-family = "llama"
-release_date = "2024-12-06"
-last_updated = "2024-12-06"
-attachment = false
-reasoning = false
-temperature = true
-knowledge = "2023-12"
-tool_call = true
-open_weights = true
 
 [cost]
 input = 0.72
 output = 0.72
-
-[limit]
-context = 128_000
-output = 4_096
-
-[modalities]
-input = ["text"]
-output = ["text"]
diff --git a/providers/amazon-bedrock/models/meta.llama4-maverick-17b-instruct-v1:0.toml b/providers/amazon-bedrock/models/meta.llama4-maverick-17b-instruct-v1:0.toml
index 708c0850c6b..c4c1ab3773d 100644
--- a/providers/amazon-bedrock/models/meta.llama4-maverick-17b-instruct-v1:0.toml
+++ b/providers/amazon-bedrock/models/meta.llama4-maverick-17b-instruct-v1:0.toml
@@ -1,23 +1,11 @@
-name = "Llama 4 Maverick 17B Instruct"
-description = "Open multimodal Llama model for strong reasoning and fast responses"
-family = "llama"
-release_date = "2025-04-05"
-last_updated = "2025-04-05"
-attachment = true
-reasoning = false
-temperature = true
-knowledge = "2024-08"
-tool_call = true
-open_weights = true
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-meta-llama-4-maverick-17b-instruct.html
+# Converse US profile verified 2026-09-09: maxTokens=8192 succeeds; 16384 exceeds the explicit 8192 limit.
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+base_model = "meta/llama-4-maverick-17b-instruct"
 
 [cost]
 input = 0.24
 output = 0.97
 
 [limit]
-context = 1_000_000
-output = 16_384
-
-[modalities]
-input = ["text", "image"]
-output = ["text"]
+output = 8_192
diff --git a/providers/amazon-bedrock/models/meta.llama4-scout-17b-instruct-v1:0.toml b/providers/amazon-bedrock/models/meta.llama4-scout-17b-instruct-v1:0.toml
index 7f2c62bb743..4dc7fc487db 100644
--- a/providers/amazon-bedrock/models/meta.llama4-scout-17b-instruct-v1:0.toml
+++ b/providers/amazon-bedrock/models/meta.llama4-scout-17b-instruct-v1:0.toml
@@ -1,23 +1,12 @@
-name = "Llama 4 Scout 17B Instruct"
-description = "Open multimodal Llama model for long-context analysis and efficient agents"
-family = "llama"
-release_date = "2025-04-05"
-last_updated = "2025-04-05"
-attachment = true
-reasoning = false
-temperature = true
-knowledge = "2024-08"
-tool_call = true
-open_weights = true
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-meta-llama-4-scout-17b-instruct.html
+# AWS documents the Bedrock context window as 10M tokens; inherit the matching lab context.
+# Converse US profile verified 2026-09-09: maxTokens=8192 succeeds; 16384 exceeds the explicit 8192 limit.
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+base_model = "meta/llama-4-scout-17b-instruct"
 
 [cost]
 input = 0.17
 output = 0.66
 
 [limit]
-context = 3_500_000
-output = 16_384
-
-[modalities]
-input = ["text", "image"]
-output = ["text"]
+output = 8_192
diff --git a/providers/amazon-bedrock/models/mistral.devstral-2-123b.toml b/providers/amazon-bedrock/models/mistral.devstral-2-123b.toml
index 63e02383c7b..a56c3b4be30 100644
--- a/providers/amazon-bedrock/models/mistral.devstral-2-123b.toml
+++ b/providers/amazon-bedrock/models/mistral.devstral-2-123b.toml
@@ -1,14 +1,8 @@
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-devstral-2-123b.html
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+base_model = "mistral/devstral-2512"
 name = "Devstral 2 123B"
-description = "Mistral coding agent model for repository tasks and software engineering workflows"
-family = "devstral"
-release_date = "2026-02-17"
-last_updated = "2026-02-17"
-attachment = false
-reasoning = false
-temperature = true
-tool_call = true
 structured_output = true
-open_weights = true
 
 [cost]
 input = 0.40
@@ -17,7 +11,3 @@ output = 2.00
 [limit]
 context = 256_000
 output = 8_192
-
-[modalities]
-input = ["text"]
-output = ["text"]
diff --git a/providers/amazon-bedrock/models/mistral.magistral-small-2509.toml b/providers/amazon-bedrock/models/mistral.magistral-small-2509.toml
index 136c31600fd..8e4e75887b1 100644
--- a/providers/amazon-bedrock/models/mistral.magistral-small-2509.toml
+++ b/providers/amazon-bedrock/models/mistral.magistral-small-2509.toml
@@ -1,15 +1,9 @@
-name = "Magistral Small 1.2"
-description = "Mistral reasoning model for transparent analysis, math, and complex decisions"
-family = "magistral"
-release_date = "2025-12-02"
-last_updated = "2025-12-02"
-attachment = false
-reasoning = true
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-magistral-small-2509.html
+# https://huggingface.co/mistralai/Magistral-Small-2509 — reasoning via the model's think tokens, no effort/budget field.
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+base_model = "mistral/magistral-small-2509"
 reasoning_options = []
-temperature = true
-tool_call = true
 structured_output = true
-open_weights = true
 
 [cost]
 input = 0.50
@@ -18,7 +12,3 @@ output = 1.50
 [limit]
 context = 128_000
 output = 40_000
-
-[modalities]
-input = ["text", "image"]
-output = ["text"]
diff --git a/providers/amazon-bedrock/models/mistral.ministral-3-14b-instruct.toml b/providers/amazon-bedrock/models/mistral.ministral-3-14b-instruct.toml
index c5a71d714e4..bf7801837dc 100644
--- a/providers/amazon-bedrock/models/mistral.ministral-3-14b-instruct.toml
+++ b/providers/amazon-bedrock/models/mistral.ministral-3-14b-instruct.toml
@@ -1,14 +1,8 @@
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-ministral-14b-3-0.html
+# Converse image input verified in us-east-1 on 2026-09-09: a yellow PNG was identified as "Yellow.".
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+base_model = "mistral/ministral-3-14b-instruct-2512"
 name = "Ministral 14B 3.0"
-description = "Compact Mistral model for edge, latency-sensitive, and cost-efficient workloads"
-family = "ministral"
-release_date = "2024-12-01"
-last_updated = "2024-12-01"
-attachment = false
-reasoning = false
-temperature = true
-tool_call = true
-structured_output = true
-open_weights = false
 
 [cost]
 input = 0.20
@@ -17,7 +11,3 @@ output = 0.20
 [limit]
 context = 128_000
 output = 4_096
-
-[modalities]
-input = ["text"]
-output = ["text"]
diff --git a/providers/amazon-bedrock/models/mistral.ministral-3-3b-instruct.toml b/providers/amazon-bedrock/models/mistral.ministral-3-3b-instruct.toml
index 8905f5dee8a..09cde0e1d1e 100644
--- a/providers/amazon-bedrock/models/mistral.ministral-3-3b-instruct.toml
+++ b/providers/amazon-bedrock/models/mistral.ministral-3-3b-instruct.toml
@@ -1,14 +1,6 @@
-name = "Ministral 3 3B"
-description = "Compact Mistral model for edge, latency-sensitive, and cost-efficient workloads"
-family = "ministral"
-release_date = "2025-12-02"
-last_updated = "2025-12-02"
-attachment = false
-reasoning = false
-temperature = true
-tool_call = true
-structured_output = true
-open_weights = true
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-ministral-3b.html
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+base_model = "mistral/ministral-3-3b-instruct-2512"
 
 [cost]
 input = 0.10
@@ -17,7 +9,3 @@ output = 0.10
 [limit]
 context = 256_000
 output = 8_192
-
-[modalities]
-input = ["text", "image"]
-output = ["text"]
diff --git a/providers/amazon-bedrock/models/mistral.ministral-3-8b-instruct.toml b/providers/amazon-bedrock/models/mistral.ministral-3-8b-instruct.toml
index e0e28477ebf..3358e8edd66 100644
--- a/providers/amazon-bedrock/models/mistral.ministral-3-8b-instruct.toml
+++ b/providers/amazon-bedrock/models/mistral.ministral-3-8b-instruct.toml
@@ -1,14 +1,7 @@
-name = "Ministral 3 8B"
-description = "Compact Mistral model for edge, latency-sensitive, and cost-efficient workloads"
-family = "ministral"
-release_date = "2024-12-01"
-last_updated = "2024-12-01"
-attachment = false
-reasoning = false
-temperature = true
-tool_call = true
-structured_output = true
-open_weights = false
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-ministral-3-8b.html
+# Converse image input verified in us-east-1 on 2026-09-09: a blue PNG was identified as "Blue".
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+base_model = "mistral/ministral-3-8b-instruct-2512"
 
 [cost]
 input = 0.15
@@ -17,7 +10,3 @@ output = 0.15
 [limit]
 context = 128_000
 output = 4_096
-
-[modalities]
-input = ["text"]
-output = ["text"]
diff --git a/providers/amazon-bedrock/models/mistral.mistral-large-3-675b-instruct.toml b/providers/amazon-bedrock/models/mistral.mistral-large-3-675b-instruct.toml
index e48e415d27f..ca133c0ad46 100644
--- a/providers/amazon-bedrock/models/mistral.mistral-large-3-675b-instruct.toml
+++ b/providers/amazon-bedrock/models/mistral.mistral-large-3-675b-instruct.toml
@@ -1,14 +1,7 @@
-name = "Mistral Large 3"
-description = "Flagship Mistral model for advanced reasoning, coding, and multilingual work"
-family = "mistral"
-release_date = "2025-12-02"
-last_updated = "2025-12-02"
-attachment = false
-reasoning = false
-temperature = true
-tool_call = true
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-mistral-large-3.html
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+base_model = "mistral/mistral-large-2512"
 structured_output = true
-open_weights = true
 
 [cost]
 input = 0.50
@@ -17,7 +10,3 @@ output = 1.50
 [limit]
 context = 256_000
 output = 8_192
-
-[modalities]
-input = ["text", "image"]
-output = ["text"]
diff --git a/providers/amazon-bedrock/models/mistral.pixtral-large-2502-v1:0.toml b/providers/amazon-bedrock/models/mistral.pixtral-large-2502-v1:0.toml
index 18325d7d856..20ae752c7b9 100644
--- a/providers/amazon-bedrock/models/mistral.pixtral-large-2502-v1:0.toml
+++ b/providers/amazon-bedrock/models/mistral.pixtral-large-2502-v1:0.toml
@@ -1,22 +1,7 @@
-name = "Pixtral Large (25.02)"
-description = "Mistral vision-language model for image understanding and multimodal chat"
-family = "mistral"
-release_date = "2025-04-08"
-last_updated = "2025-04-08"
-attachment = false
-reasoning = false
-temperature = true
-tool_call = true
-open_weights = false
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-pixtral-large.html
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+base_model = "mistral/pixtral-large-2502"
 
 [cost]
 input = 2.00
 output = 6.00
-
-[limit]
-context = 128_000
-output = 8_192
-
-[modalities]
-input = ["text", "image"]
-output = ["text"]
diff --git a/providers/amazon-bedrock/models/mistral.voxtral-mini-3b-2507.toml b/providers/amazon-bedrock/models/mistral.voxtral-mini-3b-2507.toml
index db22b79733b..e6c47fef162 100644
--- a/providers/amazon-bedrock/models/mistral.voxtral-mini-3b-2507.toml
+++ b/providers/amazon-bedrock/models/mistral.voxtral-mini-3b-2507.toml
@@ -1,23 +1,11 @@
-name = "Voxtral Mini 3B 2507"
-description = "Efficient Mistral model for fast chat, extraction, and production assistants"
-family = "mistral"
-release_date = "2024-12-01"
-last_updated = "2024-12-01"
-attachment = false
-reasoning = false
-temperature = true
-tool_call = true
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-voxtral-mini-3b-2507.html
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+base_model = "mistral/voxtral-mini-3b-2507"
 structured_output = true
-open_weights = false
 
 [cost]
 input = 0.04
 output = 0.04
 
 [limit]
-context = 128_000
 output = 4_096
-
-[modalities]
-input = ["audio", "text"]
-output = ["text"]
diff --git a/providers/amazon-bedrock/models/mistral.voxtral-small-24b-2507.toml b/providers/amazon-bedrock/models/mistral.voxtral-small-24b-2507.toml
index aecea5edbfb..f1ac2ee6791 100644
--- a/providers/amazon-bedrock/models/mistral.voxtral-small-24b-2507.toml
+++ b/providers/amazon-bedrock/models/mistral.voxtral-small-24b-2507.toml
@@ -1,23 +1,11 @@
-name = "Voxtral Small 24B 2507"
-description = "Efficient Mistral model for fast chat, extraction, and production assistants"
-family = "mistral"
-release_date = "2025-07-01"
-last_updated = "2025-07-01"
-attachment = true
-reasoning = false
-temperature = true
-tool_call = true
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-voxtral-small-24b-2507.html
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+base_model = "mistral/voxtral-small-24b-2507"
 structured_output = true
-open_weights = true
 
 [cost]
-input = 0.15
-output = 0.35
+input = 0.10
+output = 0.30
 
 [limit]
-context = 32_000
-output = 8192
-
-[modalities]
-input = ["text", "audio"]
-output = ["text"]
+output = 8_192
diff --git a/providers/amazon-bedrock/models/us.meta.llama3-3-70b-instruct-v1:0.toml b/providers/amazon-bedrock/models/us.meta.llama3-3-70b-instruct-v1:0.toml
index c0cdccb6f37..c6596a8c72d 100644
--- a/providers/amazon-bedrock/models/us.meta.llama3-3-70b-instruct-v1:0.toml
+++ b/providers/amazon-bedrock/models/us.meta.llama3-3-70b-instruct-v1:0.toml
@@ -2,7 +2,6 @@
 # US geo pricing (Price List us-east-1 standard): input/output USD per 1M tokens.
 base_model = "meta/llama-3.3-70b-instruct"
 name = "Llama 3.3 70B Instruct (US)"
-attachment = false
 
 [cost]
 input = 0.72
diff --git a/providers/amazon-bedrock/models/us.meta.llama4-maverick-17b-instruct-v1:0.toml b/providers/amazon-bedrock/models/us.meta.llama4-maverick-17b-instruct-v1:0.toml
index 5030ef4621b..f0d7497b272 100644
--- a/providers/amazon-bedrock/models/us.meta.llama4-maverick-17b-instruct-v1:0.toml
+++ b/providers/amazon-bedrock/models/us.meta.llama4-maverick-17b-instruct-v1:0.toml
@@ -1,6 +1,12 @@
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-meta-llama-4-maverick-17b-instruct.html
+# Converse verified 2026-09-09: maxTokens=8192 succeeds; 16384 exceeds the explicit 8192 limit.
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
 base_model = "meta/llama-4-maverick-17b-instruct"
 name = "Llama 4 Maverick 17B Instruct (US)"
 
 [cost]
 input = 0.24
 output = 0.97
+
+[limit]
+output = 8_192
diff --git a/providers/amazon-bedrock/models/us.meta.llama4-scout-17b-instruct-v1:0.toml b/providers/amazon-bedrock/models/us.meta.llama4-scout-17b-instruct-v1:0.toml
index b0633670585..583f68f426b 100644
--- a/providers/amazon-bedrock/models/us.meta.llama4-scout-17b-instruct-v1:0.toml
+++ b/providers/amazon-bedrock/models/us.meta.llama4-scout-17b-instruct-v1:0.toml
@@ -1,6 +1,13 @@
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-meta-llama-4-scout-17b-instruct.html
+# AWS documents the Bedrock context window as 10M tokens; inherit the matching lab context.
+# Converse verified 2026-09-09: maxTokens=8192 succeeds; 16384 exceeds the explicit 8192 limit.
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
 base_model = "meta/llama-4-scout-17b-instruct"
 name = "Llama 4 Scout 17B Instruct (US)"
 
 [cost]
 input = 0.17
 output = 0.66
+
+[limit]
+output = 8_192
diff --git a/providers/amazon-bedrock/models/us.mistral.pixtral-large-2502-v1:0.toml b/providers/amazon-bedrock/models/us.mistral.pixtral-large-2502-v1:0.toml
index d0e81bd25a7..15903157777 100644
--- a/providers/amazon-bedrock/models/us.mistral.pixtral-large-2502-v1:0.toml
+++ b/providers/amazon-bedrock/models/us.mistral.pixtral-large-2502-v1:0.toml
@@ -1,3 +1,4 @@
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-mistral-ai-pixtral-large.html
 # US cross-Region inference profile, verified via ListInferenceProfiles from us-east-1.
 # US geo pricing (Price List us-east-1 standard): input/output USD per 1M tokens.
 base_model = "mistral/pixtral-large-2502"
diff --git a/providers/amazon-bedrock/models/us.writer.palmyra-x4-v1:0.toml b/providers/amazon-bedrock/models/us.writer.palmyra-x4-v1:0.toml
index f2b5bfb7981..7a3c07d4d4d 100644
--- a/providers/amazon-bedrock/models/us.writer.palmyra-x4-v1:0.toml
+++ b/providers/amazon-bedrock/models/us.writer.palmyra-x4-v1:0.toml
@@ -1,5 +1,6 @@
-# US cross-Region inference profile, verified via ListInferenceProfiles from us-east-1.
-# US geo pricing (Price List us-east-1 standard): input/output USD per 1M tokens.
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-parameters-palmyra-x4.html
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+# Bedrock's documented request has no caller-selectable reasoning control.
 base_model = "writer/palmyra-x4"
 reasoning_options = []
 name = "Palmyra X4 (US)"
@@ -7,3 +8,7 @@ name = "Palmyra X4 (US)"
 [cost]
 input = 2.50
 output = 10.00
+
+[limit]
+input = 122_880
+output = 8_192
diff --git a/providers/amazon-bedrock/models/us.writer.palmyra-x5-v1:0.toml b/providers/amazon-bedrock/models/us.writer.palmyra-x5-v1:0.toml
index b56d9601c9f..0be9e353cb1 100644
--- a/providers/amazon-bedrock/models/us.writer.palmyra-x5-v1:0.toml
+++ b/providers/amazon-bedrock/models/us.writer.palmyra-x5-v1:0.toml
@@ -1,9 +1,19 @@
-# US cross-Region inference profile, verified via ListInferenceProfiles from us-east-1.
-# US geo pricing (Price List us-east-1 standard): input/output USD per 1M tokens.
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-parameters-palmyra-x5.html
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-writer-palmyra-x5.html
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+# Bedrock accepts text only and documents no caller-selectable reasoning control.
 base_model = "writer/palmyra-x5"
+attachment = false
 reasoning_options = []
 name = "Palmyra X5 (US)"
 
 [cost]
 input = 0.60
 output = 6.00
+
+[limit]
+context = 1_040_000
+input = 1_040_000
+
+[modalities]
+input = ["text"]
diff --git a/providers/amazon-bedrock/models/writer.palmyra-x4-v1:0.toml b/providers/amazon-bedrock/models/writer.palmyra-x4-v1:0.toml
index d532f6fab3f..797082c4ecb 100644
--- a/providers/amazon-bedrock/models/writer.palmyra-x4-v1:0.toml
+++ b/providers/amazon-bedrock/models/writer.palmyra-x4-v1:0.toml
@@ -1,23 +1,13 @@
-name = "Palmyra X4"
-description = "Reasoning model for deliberate analysis, multi-step problem solving, and tool use"
-family = "palmyra"
-release_date = "2025-04-28"
-last_updated = "2025-04-28"
-attachment = false
-reasoning = true
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-parameters-palmyra-x4.html
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+# Bedrock's documented request has no caller-selectable reasoning control.
+base_model = "writer/palmyra-x4"
 reasoning_options = []
-temperature = true
-tool_call = true
-open_weights = false
 
 [cost]
 input = 2.5
 output = 10
 
 [limit]
-context = 122_880
+input = 122_880
 output = 8_192
-
-[modalities]
-input = ["text"]
-output = ["text"]
diff --git a/providers/amazon-bedrock/models/writer.palmyra-x5-v1:0.toml b/providers/amazon-bedrock/models/writer.palmyra-x5-v1:0.toml
index db7bae7cbcc..51974afff22 100644
--- a/providers/amazon-bedrock/models/writer.palmyra-x5-v1:0.toml
+++ b/providers/amazon-bedrock/models/writer.palmyra-x5-v1:0.toml
@@ -1,14 +1,10 @@
-name = "Palmyra X5"
-description = "Reasoning model for deliberate analysis, multi-step problem solving, and tool use"
-family = "palmyra"
-release_date = "2025-04-28"
-last_updated = "2025-04-28"
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-parameters-palmyra-x5.html
+# https://docs.aws.amazon.com/bedrock/latest/userguide/model-card-writer-palmyra-x5.html
+# https://aws.amazon.com/bedrock/pricing/ — us-east-1 standard, USD per 1M tokens.
+# Bedrock accepts text only and documents no caller-selectable reasoning control.
+base_model = "writer/palmyra-x5"
 attachment = false
-reasoning = true
 reasoning_options = []
-temperature = true
-tool_call = true
-open_weights = false
 
 [cost]
 input = 0.6
@@ -16,8 +12,7 @@ output = 6
 
 [limit]
 context = 1_040_000
-output = 8_192
+input = 1_040_000
 
 [modalities]
 input = ["text"]
-output = ["text"]

From f91f6c108af68ca96f6d388bedb4e54173908789 Mon Sep 17 00:00:00 2001
From: Aiden Cline <aidenpcline@gmail.com>
Date: Thu, 10 Sep 2026 21:03:23 -0500
Subject: [PATCH 2/3] fix(amazon-bedrock): preserve Palmyra X4 context

---
 providers/amazon-bedrock/models/us.writer.palmyra-x4-v1:0.toml | 2 +-
 providers/amazon-bedrock/models/writer.palmyra-x4-v1:0.toml    | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/providers/amazon-bedrock/models/us.writer.palmyra-x4-v1:0.toml b/providers/amazon-bedrock/models/us.writer.palmyra-x4-v1:0.toml
index 7a3c07d4d4d..98c43dce244 100644
--- a/providers/amazon-bedrock/models/us.writer.palmyra-x4-v1:0.toml
+++ b/providers/amazon-bedrock/models/us.writer.palmyra-x4-v1:0.toml
@@ -10,5 +10,5 @@ input = 2.50
 output = 10.00
 
 [limit]
-input = 122_880
+context = 122_880
 output = 8_192
diff --git a/providers/amazon-bedrock/models/writer.palmyra-x4-v1:0.toml b/providers/amazon-bedrock/models/writer.palmyra-x4-v1:0.toml
index 797082c4ecb..faf256a92d1 100644
--- a/providers/amazon-bedrock/models/writer.palmyra-x4-v1:0.toml
+++ b/providers/amazon-bedrock/models/writer.palmyra-x4-v1:0.toml
@@ -9,5 +9,5 @@ input = 2.5
 output = 10
 
 [limit]
-input = 122_880
+context = 122_880
 output = 8_192

From 2ed6123915e95ee2970885b6f31f7795900bc48f Mon Sep 17 00:00:00 2001
From: opencode-agent <opencode-agent@users.noreply.github.com>
Date: Thu, 10 Sep 2026 22:33:25 -0500
Subject: [PATCH 3/3] fix(writer): preserve Palmyra update date

---
 models/writer/palmyra-x4.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/models/writer/palmyra-x4.toml b/models/writer/palmyra-x4.toml
index 8721f0a89db..2e4fc6728c4 100644
--- a/models/writer/palmyra-x4.toml
+++ b/models/writer/palmyra-x4.toml
@@ -4,7 +4,7 @@ name = "Palmyra X4"
 description = "Enterprise language model for workflow automation, coding, data analysis, and tool use"
 family = "palmyra"
 release_date = "2024-10-09"
-last_updated = "2024-10-09"
+last_updated = "2025-04-28"
 attachment = false
 reasoning = true
 temperature = true