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Dynamis-Labs/spectralquant

SpectralQuant: Calibrated Eigenbasis Rotation and Water-Filled Bit Allocation for KV-Cache Compression

Owner
Dynamis-Labs (organization)
Stars
Stars: 204
Forks
Forks: 24
Language
Python
License
MIT
Created
2026
Topics
compressionkv-cachelarge-language-modelsllm-inferencemachine-learningpytorchquantizationresearch-paperspectral-analysistransformer
Tier
Prototype (100 to 249 ★) What this tier means
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