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_5 | Qwen3.8-27B | |
|---|---|---|
| Parameters | 49.9B | 27.8B |
| Architecture | deci | qwen35 |
| Layers | 80 | 64 |
| Native context | 131,072 | 262,144 |
| Mixture of experts | no | no |
| Quantizations published | 53 | 22 |
| Smallest quantization | 10.66 GiB | 8.39 GiB |
| Q4_K_M | 28.14 GiB | 15.66 GiB |
| Licence | — | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | Llama-3_3-Nemotron-Super-49B-v1_5 | Qwen3.8-27B | Ratio |
|---|---|---|---|
| 4,096 | 10.00 GiB | 0.25 GiB | 39.97× |
| 8,192 | 20.00 GiB | 0.50 GiB | 39.99× |
| 16,384 | 40.00 GiB | 1.00 GiB | 39.99× |
| 32,768 | 80.00 GiB | 2.00 GiB | 40.00× |
| 65,536 | 160.00 GiB | 4.00 GiB | 40.00× |
| 131,072 | 320.00 GiB | 8.00 GiB | 40.00× |