Alternatives and similar repositories for accelerate

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

• facebookresearch / xformers
  Hackable and optimized Transformers building blocks, supporting a composable construction.
  ☆10,326Updated this week
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,939Updated 2 weeks ago
• huggingface / peft
  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
  ☆20,587Updated this week
• NVIDIA / Megatron-LM
  Ongoing research training transformer models at scale
  ☆15,100Updated last week
• facebookresearch / fairscale
  PyTorch extensions for high performance and large scale training.
  ☆3,397Updated 9 months ago
• huggingface / optimum
  🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…
  ☆3,277Updated 3 weeks ago
• NVIDIA / FasterTransformer
  Transformer related optimization, including BERT, GPT
  ☆6,392Updated last year
• 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
• lucidrains / x-transformers
  A concise but complete full-attention transformer with a set of promising experimental features from various papers
  ☆5,795Updated last month
• arogozhnikov / einops
  Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
  ☆9,387Updated last week
• mlfoundations / open_clip
  An open source implementation of CLIP.
  ☆13,353Updated 3 months ago
• NVIDIA / apex
  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
  ☆8,910Updated last week
• microsoft / unilm
  Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
  ☆22,002Updated 2 weeks ago
• webdataset / webdataset
  A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
  ☆2,981Updated this week
• triton-lang / triton
  Development repository for the Triton language and compiler
  ☆18,319Updated 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
• huggingface / evaluate
  🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
  ☆2,410Updated 2 weeks ago
• meta-pytorch / torchtune
  PyTorch native post-training library
  ☆5,660Updated this week
• salesforce / LAVIS
  LAVIS - A One-stop Library for Language-Vision Intelligence
  ☆11,154Updated last year
• microsoft / torchscale
  Foundation Architecture for (M)LLMs
  ☆3,132Updated last year
• Lightning-AI / torchmetrics
  Machine learning metrics for distributed, scalable PyTorch applications.
  ☆2,405Updated last week
• huggingface / diffusers
  🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
  ☆32,703Updated this week
• deepspeedai / DeepSpeedExamples
  Example models using DeepSpeed
  ☆6,779Updated last month
• salesforce / BLIP
  PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
  ☆5,658Updated last year
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,830Updated last year
• CarperAI / trlx
  A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
  ☆4,741Updated 2 years ago
• TylerYep / torchinfo
  View model summaries in PyTorch!
  ☆2,901Updated last week
• adapter-hub / adapters
  A Unified Library for Parameter-Efficient and Modular Transfer Learning
  ☆2,802Updated 3 months ago