Model comparison

lingbot-video-moe-30b-a3b vs LTX-2.3

At Q4_K_M, LTX-2.3 is the smaller download — 14,194,441,248 bytes against 17,026,985,056.

From the file· summed bytes, KV per layer

Side by side

lingbot-video-moe-30b-a3bLTX-2.3
Parameters30.1B9.2B
Architecturewanqwen35
Layers
Native context
Mixture of expertsnono
Quantizations published292
Smallest quantization12.12 GiB7.39 GiB
Q4_K_M15.86 GiB13.22 GiB
Licenceother

KV cache by context

the term that decides long-context viability
Contextlingbot-video-moe-30b-a3bLTX-2.3Ratio
4,096
8,192
16,384
32,768
65,536
131,072