🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
☆21,226Jun 1, 2026Updated this week
Alternatives and similar repositories for peft
Users that are interested in peft are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Train transformer language models with reinforcement learning.☆18,487May 28, 2026Updated last week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆13,557Dec 17, 2024Updated last year
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆42,412Updated this week
- Fast and memory-efficient exact attention☆23,917May 26, 2026Updated last week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆71,697May 26, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A high-throughput and memory-efficient inference and serving engine for LLMs☆81,099May 27, 2026Updated last week
- Instruct-tune LLaMA on consumer hardware☆18,922Jul 29, 2024Updated last year
- Accessible large language models via k-bit quantization for PyTorch.☆8,236May 27, 2026Updated last week
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,918Jun 10, 2024Updated last year
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,484May 1, 2026Updated last month
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,252Jul 17, 2024Updated last year
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,704May 26, 2026Updated last week
- Inference code for Llama models☆59,438Jan 26, 2025Updated last year
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆161,034Updated this week
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Ongoing research training transformer models at scale☆16,519Updated this week
- [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.☆24,848Aug 12, 2024Updated last year
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,139Jan 23, 2026Updated 4 months ago
- Large Language Model Text Generation Inference☆10,857Mar 21, 2026Updated 2 months ago
- 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.☆33,714Updated this week
- Aligning pretrained language models with instruction data generated by themselves.☆4,600Mar 27, 2023Updated 3 years ago
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,921Mar 14, 2024Updated 2 years ago
- The agent engineering platform.☆138,156Updated this week
- A framework for few-shot evaluation of language models.☆12,783May 11, 2026Updated 3 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- LlamaIndex is the leading document agent and OCR platform☆49,695May 26, 2026Updated last week
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,475May 21, 2026Updated last week
- Making large AI models cheaper, faster and more accessible☆41,383May 25, 2026Updated last week
- LAVIS - A One-stop Library for Language-Vision Intelligence☆11,224Nov 18, 2024Updated last year
- CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image☆33,622Mar 25, 2026Updated 2 months ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,748Jan 8, 2024Updated 2 years ago
- BELLE: Be Everyone's Large Language model Engine（开源中文对话大模型）☆8,276Oct 16, 2024Updated last year
- Example models using DeepSpeed☆6,819May 20, 2026Updated 2 weeks ago
- SGLang is a high-performance serving framework for large language models and multimodal models.☆28,512Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.☆65,620Updated this week
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.☆32,229Sep 30, 2025Updated 8 months ago
- Retrieval and Retrieval-augmented LLMs☆11,722Apr 22, 2026Updated last month
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Asy…☆9,548May 26, 2026Updated last week
- Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We als…☆18,337May 19, 2026Updated 2 weeks ago
- verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework☆21,699Updated this week
- 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)☆18,946Apr 19, 2026Updated last month