π A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
β9,678May 7, 2026Updated last week
Alternatives and similar repositories for accelerate
Users that are interested in accelerate are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.β21,138Updated this week
- π Accelerate inference and training of π€ Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimizationβ¦β3,392May 7, 2026Updated last week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.β42,337Updated this week
- π€ Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.β33,599May 12, 2026Updated last week
- Fast and memory-efficient exact attentionβ23,736May 11, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Hackable and optimized Transformers building blocks, supporting a composable construction.β10,455Apr 21, 2026Updated 3 weeks ago
- Train transformer language models with reinforcement learning.β18,349May 12, 2026Updated last week
- Accessible large language models via k-bit quantization for PyTorch.β8,197May 8, 2026Updated last week
- Ongoing research training transformer models at scaleβ16,340Updated this week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.β31,139Updated this week
- PyTorch extensions for high performance and large scale training.β3,406Apr 26, 2025Updated last year
- π€ The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation toolsβ21,510May 11, 2026Updated last week
- π€ Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal modelβ¦β160,559Updated this week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)β9,485Apr 19, 2026Updated 3 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Development repository for the Triton language and compilerβ19,184Updated this week
- π€ Evaluate: A library for easily evaluating machine learning models and datasets.β2,447Apr 17, 2026Updated last month
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.β32,222Sep 30, 2025Updated 7 months ago
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorchβ8,961Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMsβ79,733May 12, 2026Updated last week
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --β¦β36,809May 8, 2026Updated last week
- Large Language Model Text Generation Inferenceβ10,853Mar 21, 2026Updated last month
- π₯ Fast State-of-the-Art Tokenizers optimized for Research and Productionβ10,744Updated this week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalitiesβ22,128Jan 23, 2026Updated 3 months ago
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Transformer related optimization, including BERT, GPTβ6,416Mar 27, 2024Updated 2 years ago
- Simple, safe way to store and distribute tensorsβ3,740Updated this week
- CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an imageβ33,477Mar 25, 2026Updated last month
- An open source implementation of CLIP.β13,800Updated this week
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and moreβ35,627Updated this week
- A library for efficient similarity search and clustering of dense vectors.β40,061Updated this week
- State-of-the-Art Embeddings, Retrieval, and Rerankingβ18,669Updated this week
- A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Autoβ¦β17,227Updated this week
- Making large AI models cheaper, faster and more accessibleβ41,380May 11, 2026Updated last week
- End-to-end encrypted cloud storage - Proton Drive β’ AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- SGLang is a high-performance serving framework for large language models and multimodal models.β27,836Updated this week
- A PyTorch native platform for training generative AI modelsβ5,339Updated this week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"β13,517Dec 17, 2024Updated last year
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.β42,529Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMsβ10,908Jun 10, 2024Updated last year
- Unsupervised text tokenizer for Neural Network-based text generation.β11,815Updated this week
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)β4,748Jan 8, 2024Updated 2 years ago