peft

19 projects share this GitHub topic

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🧬 Members

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

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

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

transformers-code

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

LLM Finetuning with peft

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

simple-llm-finetuner

Simple UI for LLM Model Finetuning

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

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

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

can-i-finetune-this

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

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

MindSpore online courses: Step into LLM

LLaMA-LoRA-Tuner

UI tool for fine-tuning and testing your own LoRA models base on LLaMA, GPT-J and more. One-click run on…

LLM-RLHF-Tuning

LLM Tuning with PEFT (SFT+RM+PPO+DPO with LoRA)

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

Soup turns the pain of LLM fine-tuning into a simple workflow. One config, one command, done.

★ 80 · GitHub ↗

🔗 Related families

lora 65 huggingface 108 qlora 13 quantization 51 moe 11 qwen 102 rlhf 42 llama2 56

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