triton-inference-server / pytriton
PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.
☆742Updated this week
Related projects ⓘ
Alternatives and complementary repositories for pytriton
- Triton backend that enables pre-process, post-processing and other logic to be implemented in Python.☆553Updated this week
- Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Serv…☆433Updated last week
- Triton Model Navigator is an inference toolkit designed for optimizing and deploying Deep Learning models with a focus on NVIDIA GPUs.☆185Updated 2 months ago
- Triton Python, C++ and Java client libraries, and GRPC-generated client examples for go, java and scala.☆570Updated this week
- This repository contains tutorials and examples for Triton Inference Server☆566Updated this week
- Common source, scripts and utilities for creating Triton backends.☆295Updated this week
- The Triton backend for the ONNX Runtime.☆132Updated this week
- The Triton TensorRT-LLM Backend☆706Updated this week
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆332Updated this week
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,011Updated 7 months ago
- ☆412Updated last year
- Pipeline Parallelism for PyTorch☆726Updated 3 months ago
- TensorRT Model Optimizer is a unified library of state-of-the-art model optimization techniques such as quantization, pruning, distillati…☆567Updated this week
- The Triton backend that allows running GPU-accelerated data pre-processing pipelines implemented in DALI's python API.☆125Updated 2 weeks ago
- A pytorch quantization backend for optimum☆824Updated last week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs…☆1,979Updated this week
- ☆191Updated this week
- Accelerate PyTorch models with ONNX Runtime☆356Updated 2 months ago
- 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…☆1,535Updated 9 months ago
- onnxruntime-extensions: A specialized pre- and post- processing library for ONNX Runtime☆338Updated this week
- Transform datasets at scale. Optimize datasets for fast AI model training.☆367Updated this week
- The Triton backend for TensorRT.☆64Updated last week
- ClearML - Model-Serving Orchestration and Repository Solution☆137Updated 3 months ago
- 🤗 Optimum Intel: Accelerate inference with Intel optimization tools☆409Updated this week
- The Triton backend for the PyTorch TorchScript models.☆127Updated this week
- Common utilities for ONNX converters☆251Updated 5 months ago
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,659Updated 3 weeks ago
- A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.☆734Updated this week
- The core library and APIs implementing the Triton Inference Server.☆105Updated this week