Model comparison

SCAIL-Preview vs LTX2.3-10Eros

At Q4_K_M, SCAIL-Preview is the smaller download — 11,341,532,672 bytes against 14,296,160,672.

From the file· summed bytes, KV per layer

Side by side

SCAIL-PreviewLTX2.3-10Eros
Parameters16.4B21.0B
Architecturewanltxv
Layers
Native context
Mixture of expertsnono
Quantizations published2636
Smallest quantization6.05 GiB9.63 GiB
Q4_K_M10.56 GiB13.31 GiB
Licencemit

KV cache by context

the term that decides long-context viability
ContextSCAIL-PreviewLTX2.3-10ErosRatio
4,096
8,192
16,384
32,768
65,536
131,072