awesome-code-llm
github.com/huybery/awesome-code-llm ↗👨💻 An awesome and curated list of best code-LLM for research.
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me 🐳 awesome code instruction-tuning papers resources from awesome-code-llm"
Installation instructions →What's inside
🚀 Awesome Code LLMs Leaderboard
- Aider Code Editing Leaderboard
Measuring the LLM’s coding ability, and whether it can write new code that integrates into existing code.
- BigCodeBench Leaderboard
BigCodeBench evaluates LLMs with practical and challenging programming tasks.
- Big Code Models Leaderboard
Compare performance of base multilingual code generation models on HumanEval benchmark and MultiPL-E.
- BIRD Leaderboard
BIRD contains over 12,751 unique question-SQL pairs, 95 big databases with a total size of 33.4 GB. It also covers more than 37 professional domains, such as blockchain, hockey, healthcare and education, etc.
- CanAiCode Leaderboard
CanAiCode Leaderboard
- Coding LLMs Leaderboard
Coding LLMs Leaderboard
💡 Evaluation Toolkit:
📚 Awesome Code LLMs Papers
- Code Alpaca: An Instruction-following LLaMA Model trained on code generation instructions🐳 Awesome Code Instruction-Tuning Papers
- CodeGeeX: A Pre-Trained Model for Code Generation with Multilingual Evaluations on HumanEval-X🌊 Awesome Code Pre-Training Papers
- CodeGen2: Lessons for Training LLMs on Programming and Natural Languages🌊 Awesome Code Pre-Training Papers
- CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis🌊 Awesome Code Pre-Training Papers
- Code Llama: Open Foundation Models for Code🌊 Awesome Code Pre-Training Papers
- CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning🐬 Awesome Code Alignment Papers
Showing a sample of 51 resources. View the full list on GitHub →