Model comparison
Fara-7B vs Qwen3.5-4B
At Q4_K_M, Qwen3.5-4B is the smaller download — 2,707,513,696 bytes against 4,683,072,000. At long context the gap widens: Qwen3.5-4B's KV cache at 32K is 1.7× smaller, which usually matters more than the difference in weights.
From the file· summed bytes, KV per layer
Side by side
| Fara-7B | Qwen3.5-4B | |
|---|---|---|
| Parameters | 8.3B | 4.7B |
| Architecture | qwen2vl | qwen35 |
| Layers | 28 | 32 |
| Native context | 128,000 | 262,144 |
| Mixture of experts | no | no |
| Quantizations published | 39 | 57 |
| Smallest quantization | 2.59 GiB | 1.42 GiB |
| Q4_K_M | 4.36 GiB | 2.52 GiB |
| Licence | mit | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | Fara-7B | Qwen3.5-4B | Ratio |
|---|---|---|---|
| 4,096 | 0.22 GiB | 0.13 GiB | 1.75× |
| 8,192 | 0.44 GiB | 0.25 GiB | 1.75× |
| 16,384 | 0.88 GiB | 0.50 GiB | 1.75× |
| 32,768 | 1.75 GiB | 1.00 GiB | 1.75× |
| 65,536 | 3.50 GiB | 2.00 GiB | 1.75× |
| 131,072 | 7.00 GiB | 4.00 GiB | 1.75× |