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

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

CodeGemma - an official Google release for code LLMs

Understanding the 4 Main Approaches to LLM Evaluation (From Scratch)

Multiple-Choice Benchmarks, Verifiers, Leaderboards, and LLM Judges with Code Examples

Open LLM Leaderboard: DROP deep dive

Introducing the Open Ko-LLM Leaderboard: Leading the Korean LLM Evaluation Ecosystem

FLARE: Fine-Grained Diagnostic Feedback for LLM Code Refinement

arXiv:2606. 03852v1 Announce Type: cross Abstract: Large language models often generate code with bugs.