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  5. TensorRT-LLM
Inference & Deploymentaka TRT-LLM

TensorRT-LLM

NVIDIA's library that compiles LLM architectures into optimized CUDA kernels for inference.

Ask Melo about this← all terms

NVIDIA's inference optimization library that compiles LLM architectures into highly optimized CUDA kernels with quantization, batching, and parallelism built in.

Related terms

Inference EngineModel Quantization (Inference)Tensor ParallelismInference OptimizationBlue-Green DeploymentDecoding Strategy

Where TensorRT-LLM comes up

  • NVIDIA Nemotron 3 Ultra: 550B Open-Weight MoE Model Redefines Agentic AI Performance