🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
☆3,348Apr 2, 2026Updated last 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…☆9,596Apr 2, 2026Updated last week
- 🤗 Evaluate: A library for easily evaluating machine learning models and datasets.☆2,437Apr 2, 2026Updated last week
- Large Language Model Text Generation Inference☆10,817Mar 21, 2026Updated 3 weeks ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,107Updated this week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,895Apr 2, 2026Updated last week
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,688Oct 23, 2024Updated last year
- Transformer related optimization, including BERT, GPT☆6,410Mar 27, 2024Updated 2 years ago
- Simple, safe way to store and distribute tensors☆3,678Apr 2, 2026Updated last week
- Fast and memory-efficient exact attention☆23,185Updated this week
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆21,374Updated this week
- 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.☆33,282Updated this week
- 💥 Fast State-of-the-Art Tokenizers optimized for Research and Production☆10,597Apr 2, 2026Updated last week
- Train transformer language models with reinforcement learning.☆17,967Updated this week
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,411Mar 30, 2026Updated last week
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,107Jun 30, 2025Updated 9 months ago
- Efficient few-shot learning with Sentence Transformers☆2,710Apr 2, 2026Updated last week
- A pytorch quantization backend for optimum☆1,035Apr 2, 2026Updated last week
- 🤗 Optimum Intel: Accelerate inference with Intel optimization tools☆561Apr 2, 2026Updated last week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆41,977Apr 3, 2026Updated last 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…☆13,304Updated this week
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆10,533Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,042Apr 11, 2025Updated last year
- A high-throughput and memory-efficient inference and serving engine for LLMs☆75,637Updated this week
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A blazing fast inference solution for text embeddings models☆4,663Updated this week
- SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, …☆2,612Updated this week
- ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator☆19,779Updated this week
- Development repository for the Triton language and compiler☆18,840Apr 4, 2026Updated last week
- PyTorch extensions for high performance and large scale training.☆3,404Apr 26, 2025Updated 11 months ago
- PyTorch native quantization and sparsity for training and inference☆2,756Apr 4, 2026Updated last week
- State-of-the-Art Text Embeddings☆18,494Apr 2, 2026Updated last week
- 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…☆1,585Jan 28, 2026Updated 2 months ago
- Foundation Architecture for (M)LLMs☆3,133Apr 11, 2024Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,978Apr 2, 2026Updated last week
- A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Auto…☆17,048Updated this week
- Fast inference engine for Transformer models☆4,417Feb 4, 2026Updated 2 months ago
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,256Apr 3, 2026Updated last week
- 🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…☆334Apr 3, 2026Updated last week
- Minimalistic large language model 3D-parallelism training☆2,644Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆25,408Apr 4, 2026Updated last week