Model comparison

Llama-3_3-Nemotron-Super-49B-v1_5 vs Qwen3.8-27B

At Q4_K_M, Qwen3.8-27B is the smaller download — 16,810,714,336 bytes against 30,215,578,432. At long context the gap widens: Qwen3.8-27B's KV cache at 32K is 40.0× smaller, which usually matters more than the difference in weights.

From the file· summed bytes, KV per layer

Side by side

Llama-3_3-Nemotron-Super-49B-v1_5Qwen3.8-27B
Parameters49.9B27.8B
Architecturedeciqwen35
Layers8064
Native context131,072262,144
Mixture of expertsnono
Quantizations published5322
Smallest quantization10.66 GiB8.39 GiB
Q4_K_M28.14 GiB15.66 GiB
Licenceapache-2.0

KV cache by context

the term that decides long-context viability
ContextLlama-3_3-Nemotron-Super-49B-v1_5Qwen3.8-27BRatio
4,09610.00 GiB0.25 GiB39.97×
8,19220.00 GiB0.50 GiB39.99×
16,38440.00 GiB1.00 GiB39.99×
32,76880.00 GiB2.00 GiB40.00×
65,536160.00 GiB4.00 GiB40.00×
131,072320.00 GiB8.00 GiB40.00×