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#peft (7 Repositories)

Ranked open-source repositories tagged with #peft, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

35.5%

Avg Review Latency

64.1h

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7 repositories tagged #peft

A TierPython 1.2k

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.

94.5%
Merge Rate
14d
First Review
100%
1st-Timers
2
Maintainers
A TierPython 15.4k

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).

77.9%
Merge Rate
3d
First Review
51%
1st-Timers
61
Maintainers
A TierPython 2.5k 24 GFIs

MakazhanAlpamys/Soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

37.3%
Merge Rate
3h
First Review
38%
1st-Timers
13
Maintainers
B TierPython 74.4k

hiyouga/LlamaFactory

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

38.8%
Merge Rate
2d
First Review
47%
1st-Timers
51
Maintainers
D TierPython 101

wxhcore/bumblecore

An LLM training framework built from the ground up, featuring a custom BumbleBee architecture and end-to-end support for multiple open-source models across Pretraining → SFT → RLHF/DPO.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJUJupyter Notebook 3.0k

ashishpatel26/LLM-Finetuning

LLM Finetuning with peft

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 792

DaoyuanLi2816/can-i-finetune-this

Estimate whether a Hugging Face model fits and fine-tunes on your local GPU.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Peft Open Source Repositories & C-Rank™ | GetMerged