Scaling TensorRT-LLM: Kernel Fusion and Inflight Batching in Production
How NVIDIA’s TensorRT-LLM squeezes maximum throughput from a single GPU — and across a fleet — by fusing kernels, paged KV-cache, and continuously batching requests.
How NVIDIA’s TensorRT-LLM squeezes maximum throughput from a single GPU — and across a fleet — by fusing kernels, paged KV-cache, and continuously batching requests.