Model comparison

Qwen2.5-Coder-1.5B-Instruct vs Qwen3-1.7B

At Q4_K_M, Qwen2.5-Coder-1.5B-Instruct is the smaller download — 986,048,512 bytes against 1,107,409,472. At long context the gap widens: Qwen2.5-Coder-1.5B-Instruct's KV cache at 32K is 4.0× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Qwen2.5-Coder-1.5B-InstructQwen3-1.7B
Parameters1.5B2.0B
Architectureqwen2qwen3
Layers2828
Native context32,76840,960
Mixture of expertsnono
Quantizations published3248
Smallest quantization0.56 GiB0.50 GiB
Q4_K_M0.92 GiB1.03 GiB
Licenceapache-2.0

KV cache by context

the term that decides long-context viability
ContextQwen2.5-Coder-1.5B-InstructQwen3-1.7BRatio
4,0960.11 GiB0.44 GiB4.00×
8,1920.22 GiB0.88 GiB4.00×
16,3840.44 GiB1.75 GiB4.00×
32,7680.88 GiB3.50 GiB4.00×
65,5361.75 GiB7.00 GiB4.00×
131,0723.50 GiB14.00 GiB4.00×