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#peft

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

5 records
Tagged “peft”Ranked by health index
PyPI
86Excellenthealth index
huggingface/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Python★ 21.4KJul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
PyPI
84Goodhealth index
modelscope/ms-swift
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).
Python★ 14.8K↓ 103.3K/moJul 15, 2026
Apache-2.0Jul 15, 2026 · metrics 1.13.0
PyPI
82Goodhealth index
modelscope/swift
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).
Python★ 14.8K↓ 0/moJul 14, 2026
Apache-2.0Jul 14, 2026 · metrics 1.13.0
PyPI
76Goodhealth index
ModelCloud/GPTQModel
LLM model quantization (compression) toolkit with HW acceleration support for Nvidia, AMD, Intel GPU and Intel/AMD/Apple CPU via HF, vLLM, and SGLang.
Python · Cuda★ 1,207Jul 17, 2026
Custom licenseJul 17, 2026 · metrics 1.13.0
PyPI
72Goodhealth index
MakazhanAlpamys/Soup
Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.
Python★ 74Jul 15, 2026
Apache-2.0Jul 15, 2026 · metrics 1.13.0