LLM-guided CUDA kernel generation framework with correctness validation and roofline analysis
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Updated
Dec 8, 2025 - Python
LLM-guided CUDA kernel generation framework with correctness validation and roofline analysis
A browser playground to generate and run live Wokwi circuit simulations using any OpenAI-compatible LLM 🧠⚡️
Useful classes and methods for researching code-generation by LLMs.
https://arxiv.org/abs/2505.02133 Enhancing LLM Code Generation: A Framework for Systematic Evaluation of Multi-Agent Collaboration and Runtime Debugging for Improved Accuracy, Reliability, and Latency. Published in IEEE Xplore as part of the 2025 IEEE 19th International Conference on AICT.
Benchmarking different Large Language Models on practical software development challenges
Evidence-governed harness engineering for agentic software development — mechanical gates over model consensus. Working paper + artifacts.
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