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"
  ☆13,032Updated 11 months ago
• huggingface / trl
  Train transformer language models with reinforcement learning.
  ☆16,552Updated last week
• Dao-AILab / flash-attention
  Fast and memory-efficient exact attention
  ☆20,904Updated last week
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,785Updated last year
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,801Updated last week
• huggingface / accelerate
  🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…
  ☆9,348Updated last week
• haotian-liu / LLaVA
  [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
  ☆24,159Updated 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)…
  ☆14,203Updated last month
• EleutherAI / lm-evaluation-harness
  A framework for few-shot evaluation of language models.
  ☆10,920Updated this week
• salesforce / LAVIS
  LAVIS - A One-stop Library for Language-Vision Intelligence
  ☆11,061Updated last year
• tloen / alpaca-lora
  Instruct-tune LLaMA on consumer hardware
  ☆18,983Updated last year
• NVIDIA / Megatron-LM
  Ongoing research training transformer models at scale
  ☆14,493Updated this week
• OpenGVLab / LLaMA-Adapter
  [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters
  ☆5,924Updated last year
• deepspeedai / DeepSpeed
  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
  ☆40,961Updated this week
• yizhongw / self-instruct
  Aligning pretrained language models with instruction data generated by themselves.
  ☆4,541Updated 2 years ago
• deepspeedai / DeepSpeedExamples
  Example models using DeepSpeed
  ☆6,747Updated last month
• mlfoundations / open_clip
  An open source implementation of CLIP.
  ☆13,089Updated last month
• lm-sys / FastChat
  An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
  ☆39,307Updated 6 months ago
• vllm-project / vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆64,758Updated last week
• huggingface / text-generation-inference
  Large Language Model Text Generation Inference
  ☆10,693Updated 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…
  ☆6,089Updated 5 months ago
• zai-org / GLM-130B
  GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)
  ☆7,684Updated 2 years ago
• OptimalScale / LMFlow
  An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
  ☆8,488Updated 2 weeks ago
• microsoft / unilm
  Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
  ☆21,875Updated 5 months ago
• sgl-project / sglang
  SGLang is a fast serving framework for large language models and vision language models.
  ☆21,166Updated this week
• CarperAI / trlx
  A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
  ☆4,730Updated last year
• hiyouga / LLaMA-Factory
  Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
  ☆63,706Updated this week
• meta-llama / llama
  Inference code for Llama models
  ☆58,983Updated 10 months ago
• FMInference / FlexLLMGen
  Running large language models on a single GPU for throughput-oriented scenarios.
  ☆9,380Updated last year
• mlfoundations / open_flamingo
  An open-source framework for training large multimodal models.
  ☆4,050Updated last year