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Quantization

Mar 31, 2026 LLM Engineering 42 min read

LLM Engineering (5): Inference Optimization

KV cache mechanics, paged attention, continuous batching, speculative decoding, INT8/INT4/AWQ/GPTQ quantization, and the vLLM vs SGLang vs TensorRT-LLM tradeoffs.