[Bugfix] Align MiniMax-H3 inference steps with denoiser evaluations (#7219)

Signed-off-by: zhuhh97 <zhuhonghan@huawei.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>
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Honghan ZhuandGao Han authored and GitHub committed 2026-09-24 03:56:38 +00:00
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@@ -178,7 +178,7 @@ t = s * u / (1 + (s - 1) * u)
```
and a large `s` pushes most positions toward `t ≈ 1`. With the default `s = 12` and
`num_inference_steps = 50` (50 sigma points, `N = 49` denoiser forwards), the published sequence
`num_inference_steps = 49` (50 sigma points, `N = 49` denoiser forwards), the sequence
starts `1.000, 0.998, 0.996, 0.995, 0.993, ...` and stays above `0.9` for 28 steps, giving:
| `disabled_until_timestep` | Dense steps | Skip-Softmax steps |