pytorch / serveLinks
Serve, optimize and scale PyTorch models in production
☆4,349Updated 3 months ago
Alternatives and similar repositories for serve
Users that are interested in serve are comparing it to the libraries listed below
Sorting:
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆10,005Updated this week
- PyTorch extensions for high performance and large scale training.☆3,385Updated 6 months ago
- Enabling PyTorch on XLA Devices (e.g. Google TPU)☆2,699Updated last week
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,878Updated this week
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,688Updated last year
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,353Updated last week
- Transformer related optimization, including BERT, GPT☆6,344Updated last year
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,846Updated this week
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep lear…☆5,548Updated this week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,277Updated last week
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,710Updated last week
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,626Updated last week
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆3,164Updated last week
- An easy to use PyTorch to TensorRT converter☆4,826Updated last year
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,496Updated 3 months ago
- Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet f…☆1,867Updated last week
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,190Updated last week
- Tutorials for creating and using ONNX models☆3,621Updated last year
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,748Updated last week
- Boosting your Web Services of Deep Learning Applications.☆1,244Updated 4 years ago
- Flax is a neural network library for JAX that is designed for flexibility.☆6,906Updated this week
- Mesh TensorFlow: Model Parallelism Made Easier☆1,620Updated last year
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,668Updated last week
- Ongoing research training transformer models at scale☆14,168Updated this week
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,871Updated 4 months ago
- Simplify your onnx model☆4,222Updated 2 months ago
- Model interpretability and understanding for PyTorch☆5,458Updated last week
- Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX☆2,490Updated 2 months ago
- TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.☆993Updated this week
- NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source compone…☆12,347Updated this week