This repository contains tutorials and examples for Triton Inference Server
☆823Mar 10, 2026Updated last week
Alternatives and similar repositories for tutorials
Users that are interested in tutorials are comparing it to the libraries listed below
Sorting:
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆10,446Updated this week
- Triton backend that enables pre-process, post-processing and other logic to be implemented in Python.☆672Updated this week
- PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.☆835Aug 13, 2025Updated 7 months ago
- Triton Python, C++ and Java client libraries, and GRPC-generated client examples for go, java and scala.☆686Mar 10, 2026Updated last week
- The Triton TensorRT-LLM Backend☆926Updated 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…☆507Updated this week
- ☆334Updated this week
- Common source, scripts and utilities for creating Triton backends.☆369Mar 10, 2026Updated last week
- Triton Model Navigator is an inference toolkit designed for optimizing and deploying Deep Learning models with a focus on NVIDIA GPUs.☆220Feb 3, 2026Updated last month
- TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizat…☆13,120Updated this week
- Triton CLI is an open source command line interface that enables users to create, deploy, and profile models served by the Triton Inferen…☆74Mar 10, 2026Updated last week
- Common source, scripts and utilities shared across all Triton repositories.☆79Updated this week
- The Triton backend for TensorRT.☆86Mar 10, 2026Updated last week
- Transformer related optimization, including BERT, GPT☆6,397Mar 27, 2024Updated last year
- The Triton backend that allows running GPU-accelerated data pre-processing pipelines implemented in DALI's python API.☆141Updated this week
- The Triton backend for the ONNX Runtime.☆172Updated this week
- ☆135Mar 13, 2026Updated last week
- A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on H…☆3,231Updated this week
- The core library and APIs implementing the Triton Inference Server.☆170Updated this week
- Development repository for the Triton language and compiler☆18,708Updated this week
- NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source compone…☆12,800Mar 9, 2026Updated last week
- A unified library of SOTA model optimization techniques like quantization, pruning, distillation, speculative decoding, etc. It compresse…☆2,218Updated this week
- SGLang is a high-performance serving framework for large language models and multimodal models.☆24,829Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆73,479Updated this week
- Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes☆5,216Updated this week
- A Datacenter Scale Distributed Inference Serving Framework☆6,347Updated this week
- Unofficial golang package for the Triton Inference Server(https://github.com/triton-inference-server/server)☆50Updated this week
- Fast and memory-efficient exact attention☆22,832Updated this week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,469Jul 17, 2025Updated 8 months ago
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,959Updated this week
- Large Language Model Text Generation Inference☆10,812Jan 8, 2026Updated 2 months ago
- FIL backend for the Triton Inference Server☆89Mar 10, 2026Updated last week
- OpenAI compatible API for TensorRT LLM triton backend☆219Aug 1, 2024Updated last year
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆7,694Mar 13, 2026Updated last week
- FlashInfer: Kernel Library for LLM Serving☆5,194Updated this week
- Material for gpu-mode lectures☆5,865Feb 1, 2026Updated last month
- Serve, optimize and scale PyTorch models in production☆4,360Aug 6, 2025Updated 7 months ago
- 🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization…☆3,332Mar 13, 2026Updated last week
- Accessible large language models via k-bit quantization for PyTorch.☆8,052Updated this week