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HN1d ago
5.3

TurboQuant KV Compression and SSD Expert Streaming for M5 Pro and IOS

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Analysis

Viral velocity
low
Implementation gapYES
Novelty8/10
Categorytool
Topics
quantizationinferenceoptimizationssd

Opportunity Brief

Build a library that offloads massive KV caches to SSDs with active compression to enable large context windows on consumer hardware. This fills the gap for memory-constrained local inference environments.

Suggested repo: disk-kv

"Run massive LLM context windows on your SSD."

Estimated effort: 80h