Model comparison
neutts-air vs Qwen3-TTS-12Hz-0.6B-Base
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
| neutts-air | Qwen3-TTS-12Hz-0.6B-Base | |
|---|---|---|
| Parameters | 748M | 915M |
| Architecture | qwen2 | qwen3-tts |
| Layers | 24 | — |
| Native context | 32,768 | — |
| Mixture of experts | no | no |
| Quantizations published | 6 | 10 |
| Smallest quantization | 0.43 GiB | 0.50 GiB |
| Q4_K_M | 0.43 GiB | 4.72 GiB |
| Licence | apache-2.0 | apache-2.0 |
KV cache by context
the term that decides long-context viability
| Context | neutts-air | Qwen3-TTS-12Hz-0.6B-Base | 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 | — | — |