π Accelerate inference and training of π€ Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
β3,455Aug 4, 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:
- π A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (iβ¦β9,807Aug 3, 2026Updated last week
- π€ Evaluate: A library for easily evaluating machine learning models and datasets.β2,475Jul 6, 2026Updated last month
- Large Language Model Text Generation Inferenceβ10,886Mar 21, 2026Updated 4 months ago
- Accessible large language models via k-bit quantization for PyTorch.β8,403Updated this week
- π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.β21,523Updated this week
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Efficient, scalable and enterprise-grade CPU/GPU inference server for π€ Hugging Face transformer models πβ1,689Oct 23, 2024Updated last year
- Transformer related optimization, including BERT, GPTβ6,445Mar 27, 2024Updated 2 years ago
- Simple, safe way to store and distribute tensorsβ3,848Updated this week
- π€ The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation toolsβ21,825Updated this week
- Fast and memory-efficient exact attentionβ24,658Updated this week
- π€ Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.β34,270Updated this week
- π₯ Fast State-of-the-Art Tokenizers optimized for Research and Productionβ10,953Updated this week
- Train transformer language models with reinforcement learning.β19,030Updated this week
- Hackable and optimized Transformers building blocks, supporting a composable construction.β10,540Updated 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.
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.β2,108Jun 30, 2025Updated last year
- Efficient few-shot learning with Sentence Transformersβ2,778May 26, 2026Updated 2 months ago
- A pytorch quantization backend for optimumβ1,054Updated this week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.β42,888Updated 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 optimizatβ¦β14,343Updated this week
- π€ Optimum Intel: Accelerate inference with Intel optimization toolsβ611Updated this week
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.β10,913Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.β5,075Apr 11, 2025Updated last year
- ONNX Runtime: cross-platform, high performance ML inferencing and training acceleratorβ21,321Updated this week
- Open source password manager - Proton Pass β’ AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, β¦β2,695Updated this week
- A blazing fast inference solution for text embeddings modelsβ4,988Jul 24, 2026Updated 2 weeks ago
- Development repository for the Triton language and compilerβ19,908Updated this week
- PyTorch extensions for high performance and large scale training.β3,409Apr 26, 2025Updated last year
- Supercharge Your Model Trainingβ5,493Apr 29, 2026Updated 3 months ago
- State-of-the-Art Embeddings, Retrieval, and Rerankingβ18,982Updated this week
- PyTorch native quantization and sparsity for training and inferenceβ2,933Updated 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 Hβ¦β3,484Updated this week
- Foundation Architecture for (M)LLMsβ3,136Apr 11, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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¦β1,586Jan 28, 2026Updated 6 months ago
- A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Autoβ¦β18,054Updated this week
- ποΈ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of Oβ¦β339May 26, 2026Updated 2 months ago
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.β3,254Updated this week
- Minimalistic large language model 3D-parallelism trainingβ2,779May 26, 2026Updated 2 months ago
- Fast inference engine for Transformer modelsβ4,616Updated this week
- Ongoing research training transformer models at scaleβ17,378Updated this week