Alternatives and similar repositories for peft

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

• huggingface / trl
  Train transformer language models with reinforcement learning.
  ☆14,863Updated this week
• microsoft / LoRA
  Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
  ☆12,477Updated 7 months ago
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,593Updated last year
• Dao-AILab / flash-attention
  Fast and memory-efficient exact attention
  ☆18,776Updated this week
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,427Updated this week
• deepspeedai / DeepSpeed
  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
  ☆39,599Updated 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…
  ☆8,986Updated last week
• deepspeedai / DeepSpeedExamples
  Example models using DeepSpeed
  ☆6,606Updated last week
• haotian-liu / LLaVA
  [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
  ☆23,229Updated 11 months ago
• huggingface / text-generation-inference
  Large Language Model Text Generation Inference
  ☆10,386Updated 2 weeks ago
• salesforce / LAVIS
  LAVIS - A One-stop Library for Language-Vision Intelligence
  ☆10,817Updated 8 months ago
• NVIDIA / Megatron-LM
  Ongoing research training transformer models at scale
  ☆13,063Updated this week
• vllm-project / vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆54,323Updated this week
• OpenGVLab / LLaMA-Adapter
  [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
  ☆5,888Updated last year
• lm-sys / FastChat
  An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
  ☆38,944Updated 2 months 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)…
  ☆13,876Updated last week
• tatsu-lab / stanford_alpaca
  Code and documentation to train Stanford's Alpaca models, and generate the data.
  ☆30,098Updated last year
• facebookresearch / ImageBind
  ImageBind One Embedding Space to Bind Them All
  ☆8,741Updated last year
• tloen / alpaca-lora
  Instruct-tune LLaMA on consumer hardware
  ☆18,931Updated last year
• 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…
  ☆6,083Updated last month
• FlagOpen / FlagEmbedding
  Retrieval and Retrieval-augmented LLMs
  ☆10,302Updated 3 weeks ago
• facebookresearch / xformers
  Hackable and optimized Transformers building blocks, supporting a composable construction.
  ☆9,788Updated last week
• 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…
  ☆17,704Updated this week
• sgl-project / sglang
  SGLang is a fast serving framework for large language models and vision language models.
  ☆16,576Updated this week
• EleutherAI / lm-evaluation-harness
  A framework for few-shot evaluation of language models.
  ☆9,751Updated this week
• yizhongw / self-instruct
  Aligning pretrained language models with instruction data generated by themselves.
  ☆4,441Updated 2 years ago
• BradyFU / Awesome-Multimodal-Large-Language-Models
  Latest Advances on Multimodal Large Language Models
  ☆15,989Updated last week
• RUCAIBox / LLMSurvey
  The official GitHub page for the survey paper "A Survey of Large Language Models".
  ☆11,714Updated 4 months ago
• microsoft / unilm
  Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
  ☆21,597Updated last month
• QwenLM / Qwen-VL
  The official repo of Qwen-VL (通义千问-VL) chat & pretrained large vision language model proposed by Alibaba Cloud.
  ☆6,151Updated last year