Model comparison
deepseek-r1-distill-qwen-1.5b-unsloth-bnb-4bit vs Qwen3-VL-8B-Instruct-abliterated-v1
At Q4_K_M, deepseek-r1-distill-qwen-1.5b-unsloth-bnb-4bit is the smaller download — 1,117,320,640 bytes against 5,027,785,792.
From the file· summed bytes, KV per layer
Side by side
| deepseek-r1-distill-qwen-1.5b-unsloth-bnb-4bit | Qwen3-VL-8B-Instruct-abliterated-v1 | |
|---|---|---|
| Parameters | 1.8B | 8.8B |
| Architecture | qwen2 | qwen3vl |
| Layers | 28 | — |
| Native context | 131,072 | — |
| Mixture of experts | no | no |
| Quantizations published | 2 | 48 |
| Smallest quantization | 1.04 GiB | 1.97 GiB |
| Q4_K_M | 1.04 GiB | 4.68 GiB |
| Licence | apache-2.0 | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | deepseek-r1-distill-qwen-1.5b-unsloth-bnb-4bit | Qwen3-VL-8B-Instruct-abliterated-v1 | Ratio |
|---|---|---|---|
| 4,096 | 0.11 GiB | — | — |
| 8,192 | 0.22 GiB | — | — |
| 16,384 | 0.44 GiB | — | — |
| 32,768 | 0.88 GiB | — | — |
| 65,536 | 1.75 GiB | — | — |
| 131,072 | 3.50 GiB | — | — |