Model comparison

polyglot-lion-0.6b vs ced-base

These two publish different quantization sets; the table below has the exact sizes.

From the file· summed bytes, KV per layer

Side by side

polyglot-lion-0.6bced-base
Parameters782M86M
Architectureqwen3vlced
Layers
Native context
Mixture of expertsnono
Quantizations published243
Smallest quantization0.19 GiB0.12 GiB
Q4_K_M
Licencemitapache-2.0

KV cache by context

the term that decides long-context viability
Contextpolyglot-lion-0.6bced-baseRatio
4,096
8,192
16,384
32,768
65,536
131,072