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TensorRT-LLM

Free

NVIDIA library for optimized LLM inference on TensorRT.

Open SourceAPISelf-hostedEnterprisePython SDKC++ SDK

Tool Info

Categories
Serving · Infrastructure
Official Website
developer.nvidia.com/tensorrt-llm
Repository
NVIDIA/TensorRT-LLM
Official Docs

Overview

TensorRT-LLM optimizes LLM inference on NVIDIA GPUs using TensorRT.

Used in production deployments requiring maximum throughput.

Pricing

Free tier available
Free (open source)

Pros

  • Best NVIDIA performance
  • Quantization support
  • Enterprise-grade

Best For

NVIDIA GPU optimizationProduction inferenceLow-latency serving

When NOT to Use

  • NVIDIA-only
  • Complex setup

Related Tools

Ollama
Local model runner with simple command and HTTP interface.
vLLM
High-throughput LLM inference engine with PagedAttention.
LM Studio
Desktop app for running local LLMs with a chat interface.

Alternatives

vLLM
High-throughput LLM inference engine with PagedAttention.
Triton Inference Server
Production inference server for ML and LLM models at scale.

Often Compared With

vLLM
High-throughput LLM inference engine with PagedAttention.
Triton Inference Server
Production inference server for ML and LLM models at scale.

Compare With

Compare with vLLMCompare with Triton Inference Server

Tags

#inference#nvidia#gpu

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