Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Server models.
☆507Mar 18, 2026Updated this week
Alternatives and similar repositories for model_analyzer
Users that are interested in model_analyzer are comparing it to the libraries listed below
Sorting:
- 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
- Triton Python, C++ and Java client libraries, and GRPC-generated client examples for go, java and scala.☆686Mar 10, 2026Updated last week
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆10,446Updated this week
- PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.☆835Aug 13, 2025Updated 7 months ago
- Common source, scripts and utilities for creating Triton backends.☆369Mar 10, 2026Updated last week
- Triton backend that enables pre-process, post-processing and other logic to be implemented in Python.☆672Updated this week
- 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
- This repository contains tutorials and examples for Triton Inference Server☆823Mar 10, 2026Updated last week
- The Triton TensorRT-LLM Backend☆926Updated this week
- The core library and APIs implementing the Triton Inference Server.☆170Updated this week
- The Triton backend for the PyTorch TorchScript models.☆174Updated this week
- ☆135Mar 13, 2026Updated last week
- The Triton backend for TensorFlow.☆55Nov 22, 2025Updated 4 months ago
- Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes☆5,216Updated this week
- ☆413Nov 11, 2023Updated 2 years ago
- Transformer related optimization, including BERT, GPT☆6,397Mar 27, 2024Updated last year
- FIL backend for the Triton Inference Server☆89Mar 10, 2026Updated last week
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,959Updated 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 optimizat…☆13,120Updated this week
- Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀☆1,687Oct 23, 2024Updated last year
- 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
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,101Jun 30, 2025Updated 8 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
- ☆22Mar 10, 2026Updated last week
- This repository deploys YOLOv4 as an optimized TensorRT engine to Triton Inference Server☆283Jun 2, 2022Updated 3 years ago
- Serve, optimize and scale PyTorch models in production☆4,360Aug 6, 2025Updated 7 months ago
- ☆334Updated this week
- ONNX-TensorRT: TensorRT backend for ONNX☆3,197Feb 3, 2026Updated last month
- AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (N…☆4,709Updated 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
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep lear…☆5,647Updated this week
- A Datacenter Scale Distributed Inference Serving Framework☆6,347Updated this week
- Development repository for the Triton language and compiler☆18,708Updated this week
- Common source, scripts and utilities shared across all Triton repositories.☆79Updated 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 H…☆3,231Updated this week
- A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.☆932Updated this week
- LLMPerf is a library for validating and benchmarking LLMs☆1,095Dec 9, 2024Updated last year
- A unified library of SOTA model optimization techniques like quantization, pruning, distillation, speculative decoding, etc. It compresse…☆2,218Updated this week