Alternatives and similar repositories for accelerate:

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

• Dao-AILab / flash-attention
  Fast and memory-efficient exact attention
  ☆15,064Updated this week
• facebookresearch / xformers
  Hackable and optimized Transformers building blocks, supporting a composable construction.
  ☆8,910Updated this week
• NVIDIA / Megatron-LM
  Ongoing research training transformer models at scale
  ☆11,109Updated this week
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆6,522Updated this week
• huggingface / trl
  Train transformer language models with reinforcement learning.
  ☆10,609Updated this week
• huggingface / peft
  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
  ☆16,978Updated this week
• NVIDIA / FasterTransformer
  Transformer related optimization, including BERT, GPT
  ☆5,981Updated 9 months ago
• facebookresearch / fairscale
  PyTorch extensions for high performance and large scale training.
  ☆3,232Updated this week
• arogozhnikov / einops
  Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)
  ☆8,655Updated this week
• microsoft / LoRA
  Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
  ☆11,119Updated last month
• lucidrains / x-transformers
  A concise but complete full-attention transformer with a set of promising experimental features from various papers
  ☆4,985Updated last week
• mlfoundations / open_clip
  An open source implementation of CLIP.
  ☆10,804Updated last week
• microsoft / unilm
  Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
  ☆20,584Updated last week
• jessevig / bertviz
  BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
  ☆7,075Updated last year
• microsoft / torchscale
  Foundation Architecture for (M)LLMs
  ☆3,038Updated 9 months ago
• NVIDIA / apex
  A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
  ☆8,502Updated last month
• BlinkDL / RWKV-LM
  RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…
  ☆13,005Updated last week
• google / sentencepiece
  Unsupervised text tokenizer for Neural Network-based text generation.
  ☆10,479Updated last month
• huggingface / optimum
  🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…
  ☆2,667Updated this week
• NielsRogge / Transformers-Tutorials
  This repository contains demos I made with the Transformers library by HuggingFace.
  ☆9,799Updated this week
• salesforce / LAVIS
  LAVIS - A One-stop Library for Language-Vision Intelligence
  ☆10,161Updated last month
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,168Updated 7 months ago
• CarperAI / trlx
  A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
  ☆4,567Updated last year
• adapter-hub / adapters
  A Unified Library for Parameter-Efficient and Modular Transfer Learning
  ☆2,631Updated last week
• huggingface / evaluate
  🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
  ☆2,082Updated last week
• google-research / vision_transformer
  ☆10,780Updated last month
• microsoft / DeepSpeed
  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
  ☆36,255Updated this week
• facebookresearch / fairseq
  Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
  ☆30,809Updated last week
• webdataset / webdataset
  A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
  ☆2,426Updated last month