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Tagged “small-language-models”

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All Model Architecture19 Training & Alignment22 Inference & Serving18 Agents & Orchestration11 Reasoning & Evaluation26 Safety, Security & Governance7 Platforms & Practice20
Training & Alignment 21 min

Borrowed Intelligence: How Knowledge Distillation Builds Small Language Models That Punch Above Their Weight

A 2-billion-parameter model that trades blows with one ten times its size is not an accident of architecture. It is the product of a teacher pouring its full probability distribution into a student, token by token.

distillation small-language-models model-compression on-device-ai ∑ ◫
Inference & Serving 24 min

Running Language Models on a Phone: Memory Bandwidth, NPUs, and the Few-Billion-Parameter Ceiling

Phones ship NPUs rated in trillions of operations per second, yet the speed at which a reply appears is set by how fast LPDDR memory can hand a couple of gigabytes of weights to the processor, over and over. This post derives the…

on-device-and-edge-ai on-device-ai llm-inference memory-bandwidth ∑ ◫
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