Remark. Cache, throughput, and quality in KDA comparisons [ftip-00K7]
Remark. Cache, throughput, and quality in KDA comparisons [ftip-00K7]
The KDA example does not prove that every linear-attention model beats every Transformer, that cache savings imply equal quality, or that a measured throughput gain is a capability gain. Any such statement requires a new matched study with the evidence record of Definition [ftip-00JY].