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
β9,711Jun 2, 2026Updated this 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.β21,226Jun 1, 2026Updated last week
- π Accelerate inference and training of π€ Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimizationβ¦β3,409Updated this week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.β42,478Updated this week
- π€ Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.β33,775Updated this week
- Fast and memory-efficient exact attentionβ24,037Updated this week
- Deploy open-source AI quickly and easily - Special Bonus Offer β’ AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Hackable and optimized Transformers building blocks, supporting a composable construction.β10,484May 21, 2026Updated 2 weeks ago
- Train transformer language models with reinforcement learning.β18,547Updated this week
- Accessible large language models via k-bit quantization for PyTorch.β8,258Updated this week
- Ongoing research training transformer models at scaleβ16,617Updated this week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.β31,168Jun 1, 2026Updated last week
- PyTorch extensions for high performance and large scale training.β3,408Apr 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 toolsβ21,575Updated this week
- π€ Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal modelβ¦β161,309Updated this week
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)β9,501May 31, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Development repository for the Triton language and compilerβ19,380Updated this week
- π€ Evaluate: A library for easily evaluating machine learning models and datasets.β2,452May 26, 2026Updated last week
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.β32,226Sep 30, 2025Updated 8 months ago
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorchβ8,972Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMsβ81,909Updated this week
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --β¦β36,850Updated this week
- Large Language Model Text Generation Inferenceβ10,859Mar 21, 2026Updated 2 months ago
- π₯ Fast State-of-the-Art Tokenizers optimized for Research and Productionβ10,788May 26, 2026Updated last week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalitiesβ22,139Jan 23, 2026Updated 4 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Transformer related optimization, including BERT, GPTβ6,419Mar 27, 2024Updated 2 years ago
- Simple, safe way to store and distribute tensorsβ3,763Jun 1, 2026Updated last week
- CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an imageβ33,689Mar 25, 2026Updated 2 months ago
- An open source implementation of CLIP.β13,889Updated this week
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and moreβ35,741Updated this week
- A library for efficient similarity search and clustering of dense vectors.β40,202Updated this week
- State-of-the-Art Embeddings, Retrieval, and Rerankingβ18,780Updated this week
- A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Autoβ¦β17,292Updated this week
- Making large AI models cheaper, faster and more accessibleβ41,385May 25, 2026Updated last week
- Serverless GPU API endpoints on Runpod - Get Bonus Credits β’ AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- SGLang is a high-performance serving framework for large language models and multimodal models.β28,886Updated this week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"β13,579Dec 17, 2024Updated last year
- A PyTorch native platform for training generative AI modelsβ5,416Updated this week
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.β42,789Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMsβ10,925Jun 10, 2024Updated last year
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)β4,748Jan 8, 2024Updated 2 years ago
- Unsupervised text tokenizer for Neural Network-based text generation.β11,886Updated this week