训练与微调

按仍在维护排序：先筛掉近 30 天没有提交的项目，再按热度排。 高 star 但早已停更的项目不会出现在这里。

1. 1
   LlamaFactoryGitHub训练与微调Apache-2.0

   Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

   73.7kstar今天有提交Python
2. 2
   airllmGitHub训练与微调Apache-2.0

   AirLLM 70B inference with single 4GB GPU

   24.4kstar3 天前提交Jupyter Notebook
3. 3
   peftGitHub训练与微调Apache-2.0

   🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

   21.5kstar今天有提交Python
4. 4
   ms-swiftGitHub训练与微调Apache-2.0

   Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Gemma4, Llava, Phi4, ...) (AAAI 2025).

   15.0kstar今天有提交Python
5. 5
   axolotlGitHub训练与微调Apache-2.0

   Go ahead and axolotl questions

   12.3kstar今天有提交Python
6. 6
   ludwigGitHub训练与微调Apache-2.0

   Low-code framework for building custom LLMs, neural networks, and other AI models

   11.7kstar4 天前提交Python
7. 7
   semantic-routerGitHub训练与微调Apache-2.0

   Intelligent Mixture-of-Models Router for Efficient Heterogeneous LLMs Inference

   5.1kstar今天有提交Go
8. 8
   KilnGitHub训练与微调

   Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

   5.0kstar今天有提交Python
9. 9
   OpenDeepWikiGitHub训练与微调MIT

   OpenDeepWiki is the open-source version of the DeepWiki project, aiming to provide a powerful knowledge management and collaboration platform. The project is mainly developed using C# and TypeScript, supporting modular design, and is easy to expand and customize.

   3.5kstar7 天前提交C#
10. 10
    OneTrainerGitHub训练与微调AGPL-3.0

    OneTrainer is a one-stop solution for all your Diffusion training needs.

    3.1kstar1 天前提交Python
11. 11
    maestroGitHub训练与微调Apache-2.0

    streamline the fine-tuning process for multimodal models: PaliGemma 2, Florence-2, and Qwen2.5-VL

    2.7kstar4 天前提交Python
12. 12
    maxtextGitHub训练与微调Apache-2.0

    A simple, performant, and scalable Jax LLM!

    2.4kstar今天有提交Python
13. 13
    dstackGitHub训练与微调MPL-2.0

    Vendor-agnostic orchestration for training, inference and agentic workloads across NVIDIA, AMD, TPU, and Tenstorrent on clouds, Kubernetes, and bare metal.

    2.2kstar今天有提交Python
14. 14
    trainerGitHub训练与微调Apache-2.0

    Distributed AI Model Training and LLM Fine-Tuning on Kubernetes

    2.2kstar1 天前提交Go

另有 12 个项目因近期无提交或缺少数据未列入。