Alternatives and similar repositories for peft:

Users that are interested in peft are comparing it to the libraries listed below

• microsoft / LoRA
  Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
  ☆11,401Updated 2 months ago
• Dao-AILab / flash-attention
  Fast and memory-efficient exact attention
  ☆16,008Updated this week
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,269Updated 8 months ago
• huggingface / trl
  Train transformer language models with reinforcement learning.
  ☆12,121Updated this week
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆6,744Updated this week
• huggingface / accelerate
  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…
  ☆8,411Updated this week
• vllm-project / vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆39,877Updated this week
• NVIDIA / Megatron-LM
  Ongoing research training transformer models at scale
  ☆11,612Updated this week
• OpenGVLab / LLaMA-Adapter
  [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
  ☆5,819Updated 11 months ago
• Lightning-AI / lit-llama
  Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…
  ☆6,036Updated 5 months ago
• tloen / alpaca-lora
  Instruct-tune LLaMA on consumer hardware
  ☆18,814Updated 7 months ago
• tatsu-lab / stanford_alpaca
  Code and documentation to train Stanford's Alpaca models, and generate the data.
  ☆29,854Updated 7 months ago
• lm-sys / FastChat
  An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
  ☆37,983Updated this week
• haotian-liu / LLaVA
  [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
  ☆21,653Updated 6 months ago
• deepspeedai / DeepSpeed
  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
  ☆37,171Updated this week
• OptimalScale / LMFlow
  An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
  ☆8,365Updated this week
• facebookresearch / xformers
  Hackable and optimized Transformers building blocks, supporting a composable construction.
  ☆9,116Updated this week
• FlagOpen / FlagEmbedding
  Retrieval and Retrieval-augmented LLMs
  ☆8,727Updated 2 weeks ago
• BlinkDL / RWKV-LM
  RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…
  ☆13,237Updated this week
• Mooler0410 / LLMsPracticalGuide
  A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
  ☆9,748Updated 9 months ago
• huggingface / text-generation-inference
  Large Language Model Text Generation Inference
  ☆9,833Updated this week
• yizhongw / self-instruct
  Aligning pretrained language models with instruction data generated by themselves.
  ☆4,294Updated last year
• salesforce / LAVIS
  LAVIS - A One-stop Library for Language-Vision Intelligence
  ☆10,293Updated 3 months ago
• meta-llama / llama-cookbook
  Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We als…
  ☆16,346Updated this week
• EleutherAI / lm-evaluation-harness
  A framework for few-shot evaluation of language models.
  ☆8,043Updated this week
• Lightning-AI / litgpt
  20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
  ☆11,691Updated this week
• THUDM / CogVLM
  a state-of-the-art-level open visual language model | 多模态预训练模型
  ☆6,387Updated 9 months ago
• RUCAIBox / LLMSurvey
  The official GitHub page for the survey paper "A Survey of Large Language Models".
  ☆11,088Updated 6 months ago
• openai / tiktoken
  tiktoken is a fast BPE tokeniser for use with OpenAI's models.
  ☆13,581Updated 2 weeks ago
• NVIDIA / FasterTransformer
  Transformer related optimization, including BERT, GPT
  ☆6,054Updated 11 months ago