Model comparison

Sulphur-2-base vs LTX2.3-10Eros

At Q4_K_M, Sulphur-2-base is the smaller download — 5,629,108,608 bytes against 14,296,160,672.

From the file· summed bytes, KV per layer

Side by side

Sulphur-2-baseLTX2.3-10Eros
Parameters9.2B21.0B
Architectureltxvltxv
Layers
Native context
Mixture of expertsnono
Quantizations published1336
Smallest quantization5.07 GiB9.63 GiB
Q4_K_M5.24 GiB13.31 GiB
Licence

KV cache by context

the term that decides long-context viability
ContextSulphur-2-baseLTX2.3-10ErosRatio
4,096
8,192
16,384
32,768
65,536
131,072