UltraQuant: 4-bit KV Caching for Context-Heavy Agents
arXiv:2606.20474v3 Announce Type: replace-cross Abstract: Context-heavy agents place substantial pressure on the key-value (KV) cache: long prefixes are reused across many short turns, while concurrency determines whether the serving system can…
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Published1 d ago (Mon, 14 Sep 2026 04:00:00 GMT)
RetrievedMon, 14 Sep 2026 17:39:54 GMT via rss
ClassifiedMon, 14 Sep 2026 17:40:00 GMT by heuristic
AuthorInesh Chakrabarti, David Limpus, Aditi Ghai Rana, Bowen Bao, Spandan Tiwari, Thiago Crepaldi, Ashish Sirasao