Diagram of a multi-GPU LLM inference pipeline with TensorRT-LLM INT8 quantization

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.

September 21, 2026 · 9 min · 1816 words · martinuke0
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