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Tag: decode

AI & Machine Learning

From Prompt to Prediction: Understanding Prefill, Decode, and the KV Cache in LLMs

Amir Mahmud, April 7, 2026

The intricate mechanics behind how Large Language Models (LLMs) transform a user’s prompt into a…

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AI & Machine Learning

Deconstructing Large Language Model Inference: The Essential Roles of Prefill, Decode, and KV Caching for Scalable Text Generation

Amir Mahmud, March 31, 2026

The intricate process by which large language models (LLMs) generate coherent and contextually relevant text,…

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