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Repositories in this selection 5 · UTC 2026-11-03
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1—Hhuggingface / peft🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.PythonApache-2.0 · PermissiveInsufficient rank history21,8702,646——2026-11-03
2—Mmodelscope / ms-swiftUse PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4, ...) (AAAI 2025).PythonApache-2.0 · PermissiveInsufficient rank history16,0251,782——2026-11-03
3—MMakazhanAlpamys / SoupFine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.PythonApache-2.0 · PermissiveInsufficient rank history10,0511,660——2026-11-03
4—Yyangjianxin1 / FireflyFirefly: Large model training tool supports training Qwen2.5, Qwen2, Yi1.5, Phi-3, Llama3, Gemma, MiniCPM, Yi, Deepseek, Orion, Xverse, Mixtral-8x7B, Zephyr, Mistral, Baichuan2, Llma2, Llama, Qwen, Baichuan, ChatGLM2, InternLM, Ziya2, Vicuna, Bloom and other large modelsPythonUnknown · Restricted / unknownInsufficient rank history6,645583——2024-10-24
5—Zzyds / transformers-codeTake you step by step to practice Huggingface Transformers course video updated simultaneously on Bilibili and YouTubeJupyter NotebookUnknown · Restricted / unknownInsufficient rank history4,102515——2024-07-15
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