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r/LocalLLaMA1d ago
5.5

attn-rot (TurboQuant-like KV cache trick) lands in llama.cpp

/u/Dany0

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Analysis

Viral velocity
low
Implementation gapYES
Novelty9/10
Categoryannouncement
Topics
quantizationinference

Opportunity Brief

Integrate 'attn-rot' into a standalone inference server to verify the speed-to-precision ratio in real-time. This helps bridge the gap between high-level theory and deployment-ready software.

Suggested repo: Rotator

"Quantization that doesn't sacrifice model smarts."

Estimated effort: 30h