Model comparison
Qwen3-TTS-12Hz-0.6B-Base vs neutts-air
At Q4_K_M, neutts-air is the smaller download — 462,193,248 bytes against 5,073,265,248.
From the file· summed bytes, KV per layer
Side by side
| Qwen3-TTS-12Hz-0.6B-Base | neutts-air | |
|---|---|---|
| Parameters | 915M | 748M |
| Architecture | qwen3-tts | qwen2 |
| Layers | — | 24 |
| Native context | — | 32,768 |
| Mixture of experts | no | no |
| Quantizations published | 10 | 6 |
| Smallest quantization | 0.50 GiB | 0.43 GiB |
| Q4_K_M | 4.72 GiB | 0.43 GiB |
| Licence | apache-2.0 | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | Qwen3-TTS-12Hz-0.6B-Base | neutts-air | Ratio |
|---|---|---|---|
| 4,096 | — | 0.05 GiB | — |
| 8,192 | — | 0.09 GiB | — |
| 16,384 | — | 0.19 GiB | — |
| 32,768 | — | 0.38 GiB | — |
| 65,536 | — | 0.75 GiB | — |
| 131,072 | — | 1.50 GiB | — |