Model comparison

parakeet-unified-en-0.6b vs MOSS-Transcribe-Diarize

These two publish different quantization sets; the table below has the exact sizes.

From the file· summed bytes, KV per layer

Side by side

parakeet-unified-en-0.6bMOSS-Transcribe-Diarize
Parameters618M909M
Architectureparakeetcampplus
Layers28
Native context131,072
Mixture of expertsnono
Quantizations published611
Smallest quantization0.44 GiB0.50 GiB
Q4_K_M0.44 GiB
Licencecc-by-4.0apache-2.0

KV cache by context

the term that decides long-context viability
Contextparakeet-unified-en-0.6bMOSS-Transcribe-DiarizeRatio
4,0960.44 GiB
8,1920.88 GiB
16,3841.75 GiB
32,7683.50 GiB
65,5367.00 GiB
131,07214.00 GiB