Python peft

Open-source Python projects categorized as peft
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Topics: Lora llama language-model llm Deep Learning
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Top 5 Python peft Projects

  • LLaMA-Factory

    Unify Efficient Fine-Tuning of 100+ LLMs

    • Project mention: FLaNK-AIM Weekly 06 May 2024 | dev.to | 2024-05-06

  • xTuring

    Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

    • Project mention: I'm developing an open-source AI tool called xTuring, enabling anyone to construct a Language Model with just 5 lines of code. I'd love to hear your thoughts! | /r/machinelearningnews | 2023-09-07

    Explore the project on GitHub here.

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  • 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 Google Colab. + A Gradio ChatGPT-like Chat UI to demonstrate your language models.

    • Project mention: [P] Uptraining a pretrained model using company data? | /r/MachineLearning | 2023-05-25

  • multi-lora-fine-tune

    Provide Efficient LLM Fine-Tune via Multi-LoRA Optimization

    • Project mention: Has anyone tried out the ASPEN-Framework for LoRA Fine-Tuning yet and can share their experience? | /r/LocalLLaMA | 2023-12-06

    I want to train a Code LLaMA on some data, and I am looking for a Framework or Technique to train this on my PC with a 3090 Ti in it. In my research, I stumbled across the paper "ASPEN: High-Throughput LoRA Fine-Tuning of Large Language Models with a Single GPU" https://arxiv.org/abs/2312.02515 with this GitHub project: https://github.com/TUDB-Labs/multi-lora-fine-tune.

  • lightning-mlflow-hf

    Use QLoRA to tune LLM in PyTorch-Lightning w/ Huggingface + MLflow

    • Project mention: Show HN: LoRA Tune LLM in Lightning on GPU | news.ycombinator.com | 2023-11-12

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python peft related posts

Index

What are some of the best open-source peft projects in Python? This list will help you:

Project Stars
1 LLaMA-Factory 20,971
2 xTuring 2,524
3 LLaMA-LoRA-Tuner 425
4 multi-lora-fine-tune 182
5 lightning-mlflow-hf 44

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