Model comparison

granite-3.1-2b-instruct vs Qwen3-1.7B

At Q4_K_M, Qwen3-1.7B is the smaller download — 1,107,409,472 bytes against 1,530,551,136. At long context the gap widens: granite-3.1-2b-instruct's KV cache at 32K is 1.4× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

granite-3.1-2b-instructQwen3-1.7B
Parameters2.5B2.0B
Architecturegraniteqwen3
Layers4028
Native context131,07240,960
Mixture of expertsnono
Quantizations published4448
Smallest quantization0.56 GiB0.50 GiB
Q4_K_M1.43 GiB1.03 GiB
Licenceapache-2.0

KV cache by context

the term that decides long-context viability
Contextgranite-3.1-2b-instructQwen3-1.7BRatio
4,0960.31 GiB0.44 GiB1.40×
8,1920.63 GiB0.88 GiB1.40×
16,3841.25 GiB1.75 GiB1.40×
32,7682.50 GiB3.50 GiB1.40×
65,5365.00 GiB7.00 GiB1.40×
131,07210.00 GiB14.00 GiB1.40×