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
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,830Updated last year
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,939Updated 2 weeks ago
• 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
• deepspeedai / DeepSpeed
  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
  ☆41,509Updated last week
• deepspeedai / DeepSpeedExamples
  Example models using DeepSpeed
  ☆6,779Updated last month
• huggingface / text-generation-inference
  Large Language Model Text Generation Inference
  ☆10,749Updated last month
• NVIDIA / Megatron-LM
  Ongoing research training transformer models at scale
  ☆15,100Updated last week
• facebookresearch / xformers
  Hackable and optimized Transformers building blocks, supporting a composable construction.
  ☆10,326Updated this week
• 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
• tloen / alpaca-lora
  Instruct-tune LLaMA on consumer hardware
  ☆18,978Updated last year
• BlinkDL / RWKV-LM
  RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…
  ☆14,346Updated last week
• OpenGVLab / LLaMA-Adapter
  [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
  ☆5,936Updated last year
• salesforce / LAVIS
  LAVIS - A One-stop Library for Language-Vision Intelligence
  ☆11,154Updated last year
• mlfoundations / open_clip
  An open source implementation of CLIP.
  ☆13,353Updated 3 months ago
• vllm-project / vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆69,622Updated this week
• microsoft / unilm
  Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
  ☆22,002Updated 2 weeks ago
• tatsu-lab / stanford_alpaca
  Code and documentation to train Stanford's Alpaca models, and generate the data.
  ☆30,265Updated last year
• RUCAIBox / LLMSurvey
  The official GitHub page for the survey paper "A Survey of Large Language Models".
  ☆12,074Updated 10 months ago
• 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
• FlagOpen / FlagEmbedding
  Retrieval and Retrieval-augmented LLMs
  ☆11,256Updated last month
• OptimalScale / LMFlow
  An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
  ☆8,498Updated last week
• EleutherAI / lm-evaluation-harness
  A framework for few-shot evaluation of language models.
  ☆11,358Updated this week
• FMInference / FlexLLMGen
  Running large language models on a single GPU for throughput-oriented scenarios.
  ☆9,383Updated last year
• BradyFU / Awesome-Multimodal-Large-Language-Models
  Latest Advances on Multimodal Large Language Models
  ☆17,313Updated last 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
• jzhang38 / TinyLlama
  The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
  ☆8,886Updated last year