Author

S. Kozyrev

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#artificial intelligence Preprint Sep 2026

Why Gated DeltaNet Survives 4-Bit Quantization: NVFP4 W4A4 for the Recurrent Half of a Hybrid 27B LLM

A practical recipe -- quantize everything, ship KV scales -- and a mechanistic account of why the recurrent half of a hybrid LLM is the easy half to quantize are given.

S. Kozyrev, D. Maiboroda · 2 citations

Preprint Aug 2026

Minima-KV: Retention-Preserving KV Cache Compression with Mixed-Format Paged Attention

Minima-KV, a retention-preserving hierarchy for mixed-format paged attention, is presented, a practical mixed-format path for compressing long-context state without evicting live-request KV pages.

S. Kozyrev, AI DavydMaiborodaMinima, Inc. · 0 citations