Edge AI17 min read
TurboQuant and the KV Cache Unlock: Why 1M Context Just Got Cheap (Part 3 of 3)
Google Research published TurboQuant two weeks ago. Training-free, data-oblivious, 3-bit KV cache with no accuracy loss on the benchmarks that matter. Here is what that actually means for a vessel rack, how it compares to KIVI/KVQuant, and the weight quantization gotchas nobody warns you about.
Ethan Marsh·April 10, 2026