Fathom: Per-Query Read Depth for Sparse Decoding over Offloaded KV Caches

Vivek Kalyanarangan

When agentic sessions run to a million tokens with many sessions resident at once, the KV cache and the index that ranks it live in host memory, and the scan that ranks all n keys…