Serve, optimize and scale PyTorch models in production
☆4,346Aug 6, 2025Updated last year
Alternatives and similar repositories for serve
Users that are interested in serve are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆10,933Updated this week
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆31,300Aug 9, 2026Updated 2 weeks ago
- PyTorch elastic training☆726Jun 15, 2022Updated 4 years ago
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,799Updated this week
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,689Jul 29, 2026Updated 3 weeks ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- PyTorch extensions for high performance and large scale training.☆3,407Apr 26, 2025Updated last year
- A flexible, high-performance serving system for machine learning models☆6,360Updated this week
- A library for efficient similarity search and clustering of dense vectors.☆40,795Updated this week
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆42,979Updated this week
- The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, a…☆27,630Updated this week
- Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes☆5,819Updated this week
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,984Updated 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.☆43,584Updated this week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,776Mar 23, 2026Updated 5 months 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.
- Facebook AI Research Sequence-to-Sequence Toolkit written in Python.☆32,233Sep 30, 2025Updated 10 months ago
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,829Updated this week
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,992Updated this week
- Open standard for machine learning interoperability☆21,348Updated this week
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,777Updated this week
- ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator☆21,607Updated this week
- NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source compone…☆13,275Updated this week
- Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more☆36,208Updated this week
- Machine Learning Toolkit for Kubernetes☆15,826Updated 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.
- Production infrastructure for machine learning at scale☆8,011Jun 12, 2024Updated 2 years ago
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep lear…☆5,733Updated this week
- Boosting your Web Services of Deep Learning Applications.☆1,241May 13, 2021Updated 5 years ago
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆15,315Jun 25, 2025Updated last year
- 🦉 Data Versioning and ML Experiments☆15,834Updated this week
- 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal model…☆164,361Updated this week
- Model interpretability and understanding for PyTorch☆5,689Updated this week
- An easy to use PyTorch to TensorRT converter☆4,877Aug 17, 2024Updated 2 years ago
- Transformer related optimization, including BERT, GPT☆6,444Mar 27, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆37,083Updated this week
- A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)☆5,633Jul 7, 2026Updated last month
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,689Oct 23, 2024Updated last year
- Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.☆34,684Updated this week
- An open-source NLP research library, built on PyTorch.☆11,886Nov 22, 2022Updated 3 years ago
- Development repository for the Triton language and compiler☆19,992Updated this week
- Visualizer for neural network, deep learning and machine learning models☆33,389Updated this week