huggingface / peftLinks
π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
β20,268Updated this week
Alternatives and similar repositories for peft
Users that are interested in peft are comparing it to the libraries listed below
Sorting:
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"β13,032Updated 11 months ago
- QLoRA: Efficient Finetuning of Quantized LLMsβ10,785Updated last year
- Train transformer language models with reinforcement learning.β16,638Updated this week
- Accessible large language models via k-bit quantization for PyTorch.β7,801Updated last week
- Fast and memory-efficient exact attentionβ21,067Updated this week
- π A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (iβ¦β9,377Updated this week
- [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.β24,159Updated last year
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.β40,961Updated this week
- Hackable and optimized Transformers building blocks, supporting a composable construction.β10,184Updated this week
- Large Language Model Text Generation Inferenceβ10,693Updated this week
- A framework for few-shot evaluation of language models.β10,920Updated this week
- LAVIS - A One-stop Library for Language-Vision Intelligenceβ11,065Updated last year
- Retrieval and Retrieval-augmented LLMsβ11,004Updated last month
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)β63,706Updated this week
- Aligning pretrained language models with instruction data generated by themselves.β4,541Updated 2 years ago
- Example models using DeepSpeedβ6,747Updated 2 months ago
- An open source implementation of CLIP.β13,089Updated last month
- Go ahead and axolotl questionsβ10,934Updated this week
- Instruct-tune LLaMA on consumer hardwareβ18,983Updated last year
- Ongoing research training transformer models at scaleβ14,493Updated this week
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.β13,017Updated this week
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parametersβ5,926Updated last year
- Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We alsβ¦β18,067Updated last month
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalitiesβ21,875Updated 5 months ago
- Code and documentation to train Stanford's Alpaca models, and generate the data.β30,242Updated last year
- Latest Advances on Multimodal Large Language Modelsβ16,945Updated this week
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adβ¦β6,089Updated 5 months ago
- An Easy-to-use, Scalable and High-performance RLHF Framework based on Ray (PPO & GRPO & REINFORCE++ & TIS & vLLM & Ray & Dynamic Samplingβ¦β8,586Updated this week
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)β¦β14,220Updated this week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.β39,307Updated 6 months ago