Model comparison

SenseVoiceSmall vs whisper-medium

At Q4_K_M, SenseVoiceSmall is the smaller download — 145,738,304 bytes against 504,102,848.

From the file· summed bytes, KV per layer

Side by side

SenseVoiceSmallwhisper-medium
Parameters234M764M
Architecturesensevoicewhisper
Layers24
Native context
Mixture of expertsnono
Quantizations published919
Smallest quantization0.13 GiB0.25 GiB
Q4_K_M0.14 GiB0.47 GiB
Licenceotherapache-2.0

KV cache by context

the term that decides long-context viability
ContextSenseVoiceSmallwhisper-mediumRatio
4,096
8,192
16,384
32,768
65,536
131,072