Model comparison

Qwen3.8-27B vs Strand-Rust-Coder-14B-v1

At Q4_K_M, Strand-Rust-Coder-14B-v1 is the smaller download — 8,988,110,080 bytes against 16,810,714,336. At long context the gap widens: Qwen3.8-27B's KV cache at 32K is 3.0× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Qwen3.8-27BStrand-Rust-Coder-14B-v1
Parameters27.8B14.8B
Architectureqwen35qwen2
Layers6448
Native context262,14432,768
Mixture of expertsnono
Quantizations published225
Smallest quantization8.39 GiB8.37 GiB
Q4_K_M15.66 GiB8.37 GiB
Licenceapache-2.0apache-2.0

KV cache by context

the term that decides long-context viability
ContextQwen3.8-27BStrand-Rust-Coder-14B-v1Ratio
4,0960.25 GiB0.75 GiB3.00×
8,1920.50 GiB1.50 GiB3.00×
16,3841.00 GiB3.00 GiB3.00×
32,7682.00 GiB6.00 GiB3.00×
65,5364.00 GiB12.00 GiB3.00×
131,0728.00 GiB24.00 GiB3.00×