TensorRT-LLM & Dynamo ☆

TensorRT-LLM compiles models into aggressively optimized NVIDIA kernels (FP8/FP4, speculative decoding, in-flight batching); Dynamo (2025) orchestrates disaggregated prefill/decode serving across racks. Together they are how NVIDIA converts hardware advantage into benchmark-leading tokens per second.