Model comparison
Qwen3-ForcedAligner-0.6B vs parakeet-unified-en-0.6b
These two publish different quantization sets; the table below has the exact sizes.
From the file· summed bytes, KV per layer
Side by side
| Qwen3-ForcedAligner-0.6B | parakeet-unified-en-0.6b | |
|---|---|---|
| Parameters | 918M | 618M |
| Architecture | qwen3asr | parakeet |
| Layers | — | — |
| Native context | — | — |
| Mixture of experts | no | no |
| Quantizations published | 4 | 6 |
| Smallest quantization | 0.49 GiB | 0.44 GiB |
| Q4_K_M | — | 0.44 GiB |
| Licence | apache-2.0 | cc-by-4.0 |
KV cache by context
the term that decides long-context viability
| Context | Qwen3-ForcedAligner-0.6B | parakeet-unified-en-0.6b | Ratio |
|---|---|---|---|
| 4,096 | — | — | — |
| 8,192 | — | — | — |
| 16,384 | — | — | — |
| 32,768 | — | — | — |
| 65,536 | — | — | — |
| 131,072 | — | — | — |