huybery/Awesome-Code-LLM resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1289 stars · 74 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of code large language models, including model rankings, evaluation toolkits, leaderboards, and research papers on pre-training, instruction tuning, alignment, prompting, and benchmarking. It serves as a research reference hub for tracking the state of the art in code LLMs.

Use cases

• find the best open-source code generation LLM
• compare code LLMs on HumanEval and MBPP benchmarks
• discover research papers on code model training and evaluation
• track new releases of code LLMs like Qwen2.5-Coder
• find evaluation toolkits for code models
• research code LLM pre-training and instruction tuning techniques

When to choose

• you need a curated, regularly updated survey of code LLMs and papers
• you want benchmark comparisons to pick a code model
• you are doing research on code generation with LLMs

When to avoid

• you need runnable software or a library rather than a reference list
• you need real-time leaderboard data rather than periodically updated rankings

Facets

learning-resource · maturity active

documentation llm-inference large-language-models awesome-lists developer-tools awesome-list code-generation code-llm research-papers benchmarks leaderboard natural-language-processing web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="huybery/Awesome-Code-LLM")