MoonshotAI/Kimi-Dev

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1335 stars · 186 forks observed · 2026-08-28

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

Kimi-Dev-72B is an open-source coding LLM from Moonshot AI specialized in software engineering tasks like issue resolution and bug fixing, achieving state-of-the-art results on SWE-bench Verified among open models. The repository provides tooling to deploy the model with vLLM and run its two-stage file-localization and patch-generation pipeline on real repositories.

Use cases

• resolve github issues automatically with an llm
• patch real repositories to fix bugs
• benchmark coding llms on swe-bench verified
• self-host a 72b coding model with vllm
• generate unit tests for code repair tasks
• research rl training for software engineering agents

When to choose

• you need an open-weights model tuned for issue resolution and repo-level bug fixing
• you want to reproduce or compare SWE-bench Verified results
• you have multi-GPU infrastructure to self-host a 72B model

When to avoid

• you need a lightweight coding assistant without large GPU resources
• you want a general-purpose chat model rather than a specialized repair pipeline
• you need a hosted API service rather than self-deployment

Facets

library · maturity active

llm-inference llm-training machine-learning agent-framework large-language-models developer-tools artificial-intelligence python coding-llm swe-bench issue-resolution bug-fixing reinforcement-learning vllm 72b-model open-weights docker gpu linux

Member repositories

For agents

markdown · JSON · MCP: product_card(name="MoonshotAI/Kimi-Dev")