StarCoder: A State-of-the-Art LLM for Code

Creating a Coding Assistant with StarCoder

StarCoder2-Instruct: Fully Transparent and Permissive Self-Alignment for Code Generation

Introducing the LiveCodeBench Leaderboard - Holistic and Contamination-Free Evaluation of Code LLMs

CodeGemma - an official Google release for code LLMs

T-LLM Compiler: Trusted LLM-based Code Optimization and Verification Framework

arXiv:2608. 14953v1 Announce Type: new Abstract: Recent advances in Large Language Models (LLMs) have opened opportunities to apply high-level code transformations to the field of code optimization, and it has since emerged as one of the most fundamental tasks for LLMs to perform; however, at present, LLMs struggle to apply wide-ranging code optimization tasks due to both the complexity of the code and the inability to independently verify the correctness of the transformations.

📚 3LM: A Benchmark for Arabic LLMs in STEM and Code