Model comparison

LFM2.5-1.2B-Instruct-Uncensored vs HyperCLOVAX-SEED-Text-Instruct-1.5B

At Q4_K_M, LFM2.5-1.2B-Instruct-Uncensored is the smaller download — 730,895,520 bytes against 1,133,974,368.

From the file· summed bytes, KV per layer

Side by side

LFM2.5-1.2B-Instruct-UncensoredHyperCLOVAX-SEED-Text-Instruct-1.5B
Parameters1.2B1.6B
Architecturelfm2llama
Layers16
Native context128,000
Mixture of expertsnono
Quantizations published51
Smallest quantization0.56 GiB1.06 GiB
Q4_K_M0.68 GiB1.06 GiB
Licenceotherother

KV cache by context

the term that decides long-context viability
ContextLFM2.5-1.2B-Instruct-UncensoredHyperCLOVAX-SEED-Text-Instruct-1.5BRatio
4,0960.05 GiB
8,1920.09 GiB
16,3840.19 GiB
32,7680.38 GiB
65,5360.75 GiB
131,0721.50 GiB