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Unified Latent-State Memory Fabric (UL-SMF)

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09:48

2026-08-13

discuss.huggingface.co

artificial-intelligence

[Research/Code] Verified 384x KV-Cache Compression with Linear Complexity using Finite Scalar Quantization (UL-SMF)

A developer has open-sourced the Unified Latent-State Memory Fabric (UL-SMF), a hardware-software co-designed architecture that compresses standard FP32 KV caches into a 16-dimensional discrete latent…

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