Model comparison

EXAONE-4.0-1.2B-abliterated vs gemma-3-1b-it

At Q4_K_M, gemma-3-1b-it is the smaller download — 806,058,240 bytes against 930,403,456. At long context the gap widens: gemma-3-1b-it's KV cache at 32K is 12.8× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

EXAONE-4.0-1.2B-abliteratedgemma-3-1b-it
Parameters1.5B1000M
Architectureexaone4gemma3
Layers3026
Native context65,53632,768
Mixture of expertsnono
Quantizations published3628
Smallest quantization0.42 GiB0.52 GiB
Q4_K_M0.87 GiB0.75 GiB
Licencegemma

KV cache by context

the term that decides long-context viability
ContextEXAONE-4.0-1.2B-abliteratedgemma-3-1b-itRatio
4,0960.23 GiB0.04 GiB6.32×
8,1920.47 GiB0.05 GiB8.89×
16,3840.94 GiB0.08 GiB11.16×
32,7681.88 GiB0.15 GiB12.80×
65,5363.75 GiB0.27 GiB13.81×
131,0727.50 GiB0.52 GiB14.38×