peft

16 projects share this GitHub topic

Lines connect members that are measurably related to each other. Dot size reflects stars.

🧬 Members

LlamaFactory

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

★ 74.5k

peft

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

★ 21.6k

ms-swift

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4,…

★ 15.5k

Firefly

★ 6.7k

Soup

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

★ 4.2k

transformers-code

手把手带你实战 Huggingface Transformers 课程视频同步更新在B站与YouTube

★ 4k

LLM-Finetuning

LLM Finetuning with peft

★ 3k

xTuring

Build, personalize and control your own LLMs. From data pre-processing to fine-tuning, xTuring provides an…

★ 2.7k

simple-llm-finetuner

Simple UI for LLM Model Finetuning

★ 2.1k

mlx-tune

Fine-tune LLMs on your Mac with Apple Silicon. SFT, DPO, GRPO, Vision, TTS, STT, Embedding, and OCR…

★ 1.4k

GPTQModel

LLM model quantization (compression) toolkit with HW acceleration support for Nvidia, AMD, Intel GPU and…

★ 1.2k

TinyEngram

Research of DeepSeek Engram Architecture based on Qwen-3 and Stable Diffusion series.

★ 1.1k

FineTuningLLMs

Official repository of my book "A Hands-On Guide to Fine-Tuning LLMs with PyTorch and Hugging Face"

★ 858

step_into_llm

MindSpore online courses: Step into LLM

★ 480

PiSSA

PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024…

★ 430

llms_paper

★ 385

Measured from GitHub topics shared by both projects, weighted by how rare each topic is.