Model comparison

Fara-7B vs Qwen3.5-9B

At Q4_K_M, Fara-7B is the smaller download — 4,683,072,000 bytes against 5,627,044,256. At long context the gap widens: Qwen3.5-9B's KV cache at 32K is 1.7× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Fara-7BQwen3.5-9B
Parameters8.3B9.7B
Architectureqwen2vlqwen35
Layers2832
Native context128,000262,144
Mixture of expertsnono
Quantizations published3934
Smallest quantization2.59 GiB2.97 GiB
Q4_K_M4.36 GiB5.24 GiB
Licencemitapache-2.0

KV cache by context

the term that decides long-context viability
ContextFara-7BQwen3.5-9BRatio
4,0960.22 GiB0.13 GiB1.75×
8,1920.44 GiB0.25 GiB1.75×
16,3840.88 GiB0.50 GiB1.75×
32,7681.75 GiB1.00 GiB1.75×
65,5363.50 GiB2.00 GiB1.75×
131,0727.00 GiB4.00 GiB1.75×