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#on-device AI

Articles tagged with on-device AI

2 articles
LLM Quantization and Edge Deployment: How to Run Powerful AI on Your Laptop and Phone LLM Research & News
May 2, 2026

LLM Quantization and Edge Deployment: How to Run Powerful AI on Your Laptop and Phone

Quantization techniques now allow models that once required datacenter GPUs to run on consumer devices. Here's how the technology works, what you can actually run locally in 2026, and why edge AI deployment matters.

LLM quantizationon-device AIedge computing
Small Language Models: Why the Future of AI Might Not Be Bigger Models LLM Research & News
April 12, 2026

Small Language Models: Why the Future of AI Might Not Be Bigger Models

As frontier models push past the trillion-parameter mark, a counter-revolution is brewing. Small language models — under 10 billion parameters — are proving that efficiency can beat scale in more scenarios than anyone expected.

small language modelsSLMMicrosoft Phi
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