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"
  ☆13,233Updated last year
• huggingface / trl
  Train transformer language models with reinforcement learning.
  ☆17,297Updated this week
• Dao-AILab / flash-attention
  Fast and memory-efficient exact attention
  ☆22,113Updated 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…
  ☆9,486Updated this week
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,835Updated last year
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,939Updated 2 weeks ago
• haotian-liu / LLaVA
  [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
  ☆24,426Updated last year
• salesforce / LAVIS
  LAVIS - A One-stop Library for Language-Vision Intelligence
  ☆11,154Updated last year
• tloen / alpaca-lora
  Instruct-tune LLaMA on consumer hardware
  ☆18,978Updated last year
• facebookresearch / xformers
  Hackable and optimized Transformers building blocks, supporting a composable construction.
  ☆10,326Updated this week
• tatsu-lab / stanford_alpaca
  Code and documentation to train Stanford's Alpaca models, and generate the data.
  ☆30,265Updated last year
• OpenGVLab / LLaMA-Adapter
  [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
  ☆5,936Updated last year
• meta-llama / llama
  Inference code for Llama models
  ☆59,112Updated last year
• yizhongw / self-instruct
  Aligning pretrained language models with instruction data generated by themselves.
  ☆4,573Updated 2 years ago
• RUCAIBox / LLMSurvey
  The official GitHub page for the survey paper "A Survey of Large Language Models".
  ☆12,074Updated 10 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…
  ☆6,092Updated 7 months ago
• mlfoundations / open_clip
  An open source implementation of CLIP.
  ☆13,353Updated 3 months ago
• NVIDIA / Megatron-LM
  Ongoing research training transformer models at scale
  ☆15,162Updated this week
• EleutherAI / lm-evaluation-harness
  A framework for few-shot evaluation of language models.
  ☆11,358Updated this week
• lm-sys / FastChat
  An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
  ☆39,392Updated 8 months ago
• Mooler0410 / LLMsPracticalGuide
  A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
  ☆10,146Updated last year
• microsoft / unilm
  Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
  ☆22,002Updated 2 weeks ago
• deepspeedai / DeepSpeed
  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
  ☆41,578Updated this week
• FlagOpen / FlagEmbedding
  Retrieval and Retrieval-augmented LLMs
  ☆11,256Updated last month
• deepspeedai / DeepSpeedExamples
  Example models using DeepSpeed
  ☆6,785Updated this week
• CarperAI / trlx
  A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
  ☆4,741Updated 2 years ago
• Instruction-Tuning-with-GPT-4 / GPT-4-LLM
  Instruction Tuning with GPT-4
  ☆4,340Updated 2 years ago
• OpenRLHF / OpenRLHF
  An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)
  ☆8,949Updated this week
• OptimalScale / LMFlow
  An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
  ☆8,498Updated last week
• meta-pytorch / torchtune
  PyTorch native post-training library
  ☆5,660Updated last week