Alternatives and similar repositories for perf_analyzer

Users that are interested in perf_analyzer are comparing it to the libraries listed below

• triton-inference-server / vllm_backend
  ☆324Updated this week
• triton-inference-server / backend
  Common source, scripts and utilities for creating Triton backends.
  ☆366Updated this week
• triton-inference-server / onnxruntime_backend
  The Triton backend for the ONNX Runtime.
  ☆171Updated this week
• triton-inference-server / triton_cli
  Triton CLI is an open source command line interface that enables users to create, deploy, and profile models served by the Triton Inferen…
  ☆73Updated this week
• triton-inference-server / model_analyzer
  Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Serv…
  ☆502Updated this week
• bentoml / llm-bench
  ☆56Updated last year
• neuralmagic / AutoFP8
  ☆206Updated 8 months ago
• triton-inference-server / tensorrt_backend
  The Triton backend for TensorRT.
  ☆83Updated this week
• triton-inference-server / pytorch_backend
  The Triton backend for the PyTorch TorchScript models.
  ☆170Updated this week
• triton-inference-server / model_navigator
  Triton Model Navigator is an inference toolkit designed for optimizing and deploying Deep Learning models with a focus on NVIDIA GPUs.
  ☆214Updated 8 months ago
• NetEase-FuXi / EETQ
  Easy and Efficient Quantization for Transformers
  ☆202Updated 6 months ago
• ai-dynamo / aiperf
  AIPerf is a comprehensive benchmarking tool that measures the performance of generative AI models served by your preferred inference solu…
  ☆85Updated last week
• snowflakedb / ArcticInference
  ArcticInference: vLLM plugin for high-throughput, low-latency inference
  ☆368Updated last week
• run-ai / llmperf
  ☆60Updated last year
• sgl-project / genai-bench
  Genai-bench is a powerful benchmark tool designed for comprehensive token-level performance evaluation of large language model (LLM) serv…
  ☆251Updated this week
• HabanaAI / vllm-fork
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆86Updated this week
• ai-dynamo / nixl
  NVIDIA Inference Xfer Library (NIXL)
  ☆801Updated this week
• vllm-project / speculators
  A unified library for building, evaluating, and storing speculative decoding algorithms for LLM inference in vLLM
  ☆190Updated this week
• ai-dynamo / aiconfigurator
  Offline optimization of your disaggregated Dynamo graph
  ☆146Updated this week
• huggingface / optimum-benchmark
  🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…
  ☆326Updated 3 months ago
• triton-inference-server / common
  Common source, scripts and utilities shared across all Triton repositories.
  ☆79Updated this week
• anyscale / llm-continuous-batching-benchmarks
  ☆124Updated last year
• triton-inference-server / core
  The core library and APIs implementing the Triton Inference Server.
  ☆161Updated last week
• triton-inference-server / openvino_backend
  OpenVINO backend for Triton.
  ☆36Updated last week
• triton-inference-server / tensorrtllm_backend
  The Triton TensorRT-LLM Backend
  ☆914Updated this week
• AlibabaPAI / llumnix
  Efficient and easy multi-instance LLM serving
  ☆521Updated 4 months ago
• sgl-project / ome
  Open Model Engine (OME) — Kubernetes operator for LLM serving, GPU scheduling, and model lifecycle management. Works with SGLang, vLLM, T…
  ☆356Updated this week
• microsoft / sarathi-serve
  A low-latency & high-throughput serving engine for LLMs
  ☆467Updated last week
• triton-inference-server / tutorials
  This repository contains tutorials and examples for Triton Inference Server
  ☆813Updated this week
• intel / llm-on-ray
  Pretrain, finetune and serve LLMs on Intel platforms with Ray
  ☆131Updated 3 months ago