π Accelerate inference and training of π€ Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
β3,363Apr 15, 2026Updated 2 weeks ago
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:
- π A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (iβ¦β9,639Updated this week
- π€ Evaluate: A library for easily evaluating machine learning models and datasets.β2,443Apr 17, 2026Updated 2 weeks ago
- Large Language Model Text Generation Inferenceβ10,843Mar 21, 2026Updated last month
- Accessible large language models via k-bit quantization for PyTorch.β8,168Apr 20, 2026Updated last week
- π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.β21,006Updated this week
- Virtual machines for every use case on DigitalOcean β’ 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 π€ Hugging Face transformer models πβ1,687Oct 23, 2024Updated last year
- Transformer related optimization, including BERT, GPTβ6,412Mar 27, 2024Updated 2 years ago
- Simple, safe way to store and distribute tensorsβ3,724Updated this week
- π€ The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation toolsβ21,460Updated this week
- Fast and memory-efficient exact attentionβ23,563Updated this week
- π€ Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.β33,485Updated this week
- Train transformer language models with reinforcement learning.β18,193Updated this week
- Hackable and optimized Transformers building blocks, supporting a composable construction.β10,437Apr 21, 2026Updated last week
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.β2,108Jun 30, 2025Updated 10 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Efficient few-shot learning with Sentence Transformersβ2,724Apr 17, 2026Updated 2 weeks ago
- A pytorch quantization backend for optimumβ1,038Apr 2, 2026Updated 3 weeks ago
- π€ Optimum Intel: Accelerate inference with Intel optimization toolsβ576Apr 24, 2026Updated last week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.β42,188Apr 24, 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 optimizatβ¦β13,487Updated this week
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.β10,625Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.β5,053Apr 11, 2025Updated last year
- A high-throughput and memory-efficient inference and serving engine for LLMsβ78,385Updated this week
- SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, β¦β2,628Updated this week
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A blazing fast inference solution for text embeddings modelsβ4,755Apr 17, 2026Updated 2 weeks ago
- ONNX Runtime: cross-platform, high performance ML inferencing and training acceleratorβ20,355Updated this week
- Development repository for the Triton language and compilerβ19,040Apr 24, 2026Updated last week
- PyTorch extensions for high performance and large scale training.β3,407Apr 26, 2025Updated last year
- PyTorch native quantization and sparsity for training and inferenceβ2,796Apr 24, 2026Updated last week
- State-of-the-Art Text Embeddingsβ18,585Apr 24, 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 hackabβ¦β1,585Jan 28, 2026Updated 3 months ago
- Foundation Architecture for (M)LLMsβ3,136Apr 11, 2024Updated 2 years ago
- A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Autoβ¦β17,131Updated this week
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.β3,015Apr 20, 2026Updated last week
- Fast inference engine for Transformer modelsβ4,457Feb 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 Hβ¦β3,291Updated this week
- Minimalistic large language model 3D-parallelism trainingβ2,663Apr 7, 2026Updated 3 weeks ago
- ποΈ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of Oβ¦β336Apr 3, 2026Updated 3 weeks ago
- SGLang is a high-performance serving framework for large language models and multimodal models.β26,397Updated this week
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalitiesβ22,107Jan 23, 2026Updated 3 months ago