Conda Install Peft, It covers installation methods, dependencies, We’re on a journey to advance and democratize artificial intelligence through open source and open science. 8+ 上进行了测试。 🤗 PEFT 可通过 PyPI 和 GitHub源码 安装： PyPI 通过 PyPI 安装 🤗 PEFT： 源码 每天都会添加尚未发布的新功能，这也意味着可能会存在一些错误。 要尝试这些功能，请从 GitHub 存储库安装： Sep 13, 2024 · 配置指南 PEFT的配置主要通过 配置文件 进行，您可以根据具体需求调整配置文件中的参数。 例如，使用LoRA方法进行微调时，可以配置如下： 通过以上步骤，您应该能够成功安装和配置PEFT项目，并开始使用其进行参数高效微调。 🤗 PEFT 快速教程 安装 教程. Parameter-Efficient Fine-Tuning (PEFT) Installers noarch v0. 🤗 PEFT is tested on Python 3. 1 conda install To install this package run one of the following: conda install conda-forge::peft 🤗 PEFT Quicktour Installation Configurations and models Integrations Prompt-based methods LoRA methods IA3 Model merging Quantization LoRA Custom models Adapter injection Mixed adapter types torch. 9+. Parameter-Efficient Fine-Tuning (PEFT) PEFT stands for Parameter-Efficient Fine-Tuning. Apr 16, 2026 · Installation To install this package, run one of the following: Jun 8, 2026 · In this regard, PEFT methods only fine-tune a small number of (extra) model parameters, thereby greatly decreasing the computational and storage costs. 19. 🤗 PEFT is available on PyPI, as well as GitHub: We’re on a journey to advance and democratize artificial intelligence through open source and open science. Quickstart Install PEFT from pip: Dec 22, 2025 · This page provides comprehensive instructions for installing and setting up the PEFT (Parameter-Efficient Fine-Tuning) library in different environments. compile Contribute to PEFT Troubleshooting PEFT checkpoint format DeepSpeed Fully Sharded Data Parallel Adapters Soft prompts IA3 OFT/BOFT Main Before you start, you will need to setup your environment, install the appropriate packages, and configure 🤗 PEFT. Apr 16, 2026 · Click the "Watch repos" button on the organization page to be notified of newly implemented methods and notebooks! Check the PEFT Adapters API Reference section for a list of supported PEFT methods, and read the Adapters, Soft prompts, and IA3 conceptual guides to learn more about how these methods work. Installation Before you start, you will need to setup your environment, install the appropriate packages, and configure 🤗 PEFT. Installing peft from the conda-forge channel can be achieved by adding conda-forge to your channels with: Before you start, you will need to setup your environment, install the appropriate packages, and configure 🤗 PEFT. org. Install peft with Anaconda.
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