Optimizing TensorRT-LLM: INT8 Quantization Pipelines for Real-Time Inference on Multi-GPU Clusters
A practical guide to INT8 quantization in TensorRT-LLM, covering pipeline architecture, kernel-level optimizations, and multi-GPU deployment strategies for real-time serving.