build1 publisher
MLA's 512-Scalar KV Latent Cuts Cache 98%, Enabling 512 Concurrent 128k Streams
Decode is memory-bandwidth bound. Eight concurrent 128k Llama 3 70B streams need 97.8 ms of HBM transfer for every token generated, and DeepSeek's 512-scalar latent is aimed squarely at those bytes.
Publishers:dev.to
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+40
- Incentives50
- Confidence50