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