Model comparison

Atomight-V2.5-1.7B vs Qwen3-1.7B

At Q4_K_M, Qwen3-1.7B is the smaller download — 1,107,409,472 bytes against 1,107,410,112.

From the file· summed bytes, KV per layer

Side by side

Atomight-V2.5-1.7BQwen3-1.7B
Parameters1.7B2.0B
Architectureqwen3qwen3
Layers2828
Native context40,96040,960
Mixture of expertsnono
Quantizations published3648
Smallest quantization0.48 GiB0.50 GiB
Q4_K_M1.03 GiB1.03 GiB
Licencemit

KV cache by context

the term that decides long-context viability
ContextAtomight-V2.5-1.7BQwen3-1.7BRatio
4,0960.44 GiB0.44 GiB1.00×
8,1920.88 GiB0.88 GiB1.00×
16,3841.75 GiB1.75 GiB1.00×
32,7683.50 GiB3.50 GiB1.00×
65,5367.00 GiB7.00 GiB1.00×
131,07214.00 GiB14.00 GiB1.00×