🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
☆3,473Aug 24, 2026Updated this week
Alternatives and similar repositories for optimum
Users that are interested in optimum are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,841Updated this week
- 🤗 Evaluate: A library for easily evaluating machine learning models and datasets.☆2,479Jul 6, 2026Updated last month
- Large Language Model Text Generation Inference☆10,889Mar 21, 2026Updated 5 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,446Updated this week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,605Updated this week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,689Oct 23, 2024Updated last year
- Transformer related optimization, including BERT, GPT☆6,447Mar 27, 2024Updated 2 years ago
- Simple, safe way to store and distribute tensors☆3,879Updated this week
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆21,876Updated this week
- Fast and memory-efficient exact attention☆24,801Updated this week
- 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.☆34,402Updated this week
- 💥 Fast State-of-the-Art Tokenizers optimized for Research and Production☆11,000Updated this week
- Train transformer language models with reinforcement learning.☆19,175Updated this week
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,544Aug 7, 2026Updated 3 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,111Jun 30, 2025Updated last year
- Efficient few-shot learning with Sentence Transformers☆2,785May 26, 2026Updated 3 months ago
- A pytorch quantization backend for optimum☆1,054Updated this week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆43,019Updated this week
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆14,497Updated this week
- 🤗 Optimum Intel: Accelerate inference with Intel optimization tools☆616Updated this week
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆10,949Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,070Apr 11, 2025Updated last year
- ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator☆21,674Updated this week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, …☆2,706Updated this week
- A blazing fast inference solution for text embeddings models☆5,028Jul 24, 2026Updated last month
- Development repository for the Triton language and compiler☆20,037Updated this week
- PyTorch extensions for high performance and large scale training.☆3,407Apr 26, 2025Updated last year
- Supercharge Your Model Training☆5,496Apr 29, 2026Updated 4 months ago
- State-of-the-Art Embeddings, Retrieval, and Reranking☆19,048Updated this week
- PyTorch native quantization for training and inference☆2,959Updated this week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,509Updated this week
- Foundation Architecture for (M)LLMs☆3,138Apr 11, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…☆1,584Jan 28, 2026Updated 7 months ago
- A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Auto…☆18,355Updated this week
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆340May 26, 2026Updated 3 months ago
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆3,310Aug 13, 2026Updated 2 weeks ago
- Minimalistic large language model 3D-parallelism training☆2,804May 26, 2026Updated 3 months ago
- Fast inference engine for Transformer models☆4,651Aug 16, 2026Updated last week
- Ongoing research training transformer models at scale☆17,664Updated this week