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Upload app.py

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  1. app.py +10 -76
app.py CHANGED
@@ -98,94 +98,28 @@ DEFAULT_LORA_SCALE = 0.5
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  # what v4 gets; the older v1 line is the one people report over-sharpening on at strength 1.0, so it is filled at
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  # 0.7 instead. Both are starting points - the slider is right there.
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  LORA_PRESETS = {
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- "Turbo v4 step600 EMA · 6–8 steps (recommended)": (
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  "larryvrh/MiniMax-H3-Turbo-Lora/minimax_h3_turbo_v4_step600_ema.safetensors",
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  8,
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- "The author's own recommendation and the strongest checkpoint released: much better static and "
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- "small-motion shots, markedly better micro-detail in faces, fingers and fine texture, and the plastic "
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- "over-sharpened look of the older v1 line is gone. Its one weak spot is 4 steps with large fast motion, "
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- "where it can trail 6 to 8 steps removes that and is where it looks its best.",
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  1.0,
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  ),
110
  "Turbo v4 step600 non-EMA · 6 steps": (
111
  "larryvrh/MiniMax-H3-Turbo-Lora/minimax_h3_turbo_v4_step600.safetensors",
112
  6,
113
  "The same training run without the EMA averaging. The author recommends the EMA build, but a number of "
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- "users report cleaner results from this one worth a try if EMA output looks soft.",
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  1.0,
116
  ),
117
- "Turbo v1 ckpt850 · 4 steps (heavy motion)": (
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  "larryvrh/MiniMax-H3-Turbo-Lora/minimax_h3_turbo_4step_ema_ckpt850.safetensors",
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  4,
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- "The older, more aggressive line. Made for previews, prompt testing and seed hunting: plastic skin, "
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- "over-sharpening and ghosting are all documented. It stays here for one reason at 4 steps with heavy "
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- "fast motion it is still the friendlier pick than v4.",
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- 0.7,
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- ),
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- "Turbo v1 ckpt500 EMA · 4 steps": (
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- "larryvrh/MiniMax-H3-Turbo-Lora/minimax_h3_turbo_4step_ema_ckpt500.safetensors",
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- 4,
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- "An earlier point in the v1 run than ckpt850, and the one the CivitAI write-up calls its recommended v1 "
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- "file: less baked than 850, so a little softer but with fewer of the over-sharpening artefacts.",
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- 0.7,
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- ),
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- "Turbo v1 ckpt500 non-EMA · 4 steps": (
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- "larryvrh/MiniMax-H3-Turbo-Lora/minimax_h3_turbo_4step_ckpt500.safetensors",
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- 4,
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- "The same point without EMA averaging. Reported as less prone to ghosting and motion trails than the EMA "
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- "build, at the cost of a slightly rougher image.",
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- 0.7,
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- ),
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- "Turbo v1 ckpt850 non-EMA · 4 steps": (
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- "larryvrh/MiniMax-H3-Turbo-Lora/minimax_h3_turbo_4step_ckpt850.safetensors",
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- 4,
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- "The 850 checkpoint without EMA. Pick it over the EMA one above if that comes out soft or trails on motion.",
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- 0.7,
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- ),
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- "Turbo v1 4step EMA (original) · 4 steps": (
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- "larryvrh/MiniMax-H3-Turbo-Lora/minimax_h3_turbo_4step_ema.safetensors",
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- 4,
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- "The first Turbo release, EMA build. Kept for completeness — the ckpt500 / ckpt850 entries above are later "
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- "points of the same line.",
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- 0.7,
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- ),
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- "Turbo v1 4step (original) · 4 steps": (
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- "larryvrh/MiniMax-H3-Turbo-Lora/minimax_h3_turbo_4step.safetensors",
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- 4,
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- "The first Turbo release, without EMA. The oldest file in the repo.",
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- 0.7,
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- ),
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- "⚠️ v5 step600 experimental · 6 steps (10.9 GB)": (
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- "larryvrh/MiniMax-H3-Turbo-Lora/experimental_v5_step_600.bin",
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- 6,
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- "The newest thing in the author's repo, and the only v5 there is - but a raw 10.9 GB training checkpoint "
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- "rather than the packaged 780 MB safetensors every other entry here uses. It is the author's workbench, not "
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- "a release: there is no model card for it, the key layout is not guaranteed to match what the converter "
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- "expects, and it may simply refuse to load. The first use downloads 10.9 GB on the CPU, which is slow but "
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- "costs no GPU time. Try it if you are curious; use v4 EMA for anything real, and switch to a "
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- "`minimax_h3_turbo_v5_*.safetensors` once one is published.",
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- 1.0,
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- ),
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- "⚠️ v4 step600 experimental · 6 steps (10.9 GB)": (
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- "larryvrh/MiniMax-H3-Turbo-Lora/experimental_v4_step_600.bin",
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- 6,
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- "The raw checkpoint the packaged v4 above was built from. Same caveats as v5: 10.9 GB, no model card, and "
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- "no guarantee the keys match. There is no reason to prefer it over the packaged v4 EMA unless you are "
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- "comparing them on purpose.",
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- 1.0,
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- ),
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- "CivitAI mirror of ckpt850 · 4 steps": (
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- "https://civitai.red/api/download/models/3209349?fileId=3091012",
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- 4,
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- "EKKIVOK's CivitAI re-upload of the same v1 ckpt850 EMA file. Identical weights to the Hugging Face entry "
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- "above, kept only as a fallback route — needs `CIVITAI_TOKEN` if the model ever goes gated.",
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- 0.7,
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- ),
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- "Your own copy (amisima/kkkkkk) · 8 steps": (
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- "https://huggingface.co/amisima/kkkkkk/resolve/main/minimax_h3_fl2v_turbo_4step_v1.0_768p_comfyui_bf16_h3.safetensors",
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- 8,
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- "The v1 768p build mirrored in your own repo. Kept so a working set-up is not disturbed; the v4 entries "
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- "above are newer.",
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  0.7,
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  ),
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  }
 
98
  # what v4 gets; the older v1 line is the one people report over-sharpening on at strength 1.0, so it is filled at
99
  # 0.7 instead. Both are starting points - the slider is right there.
100
  LORA_PRESETS = {
101
+ "Turbo v4 step600 EMA · 8 steps (recommended)": (
102
  "larryvrh/MiniMax-H3-Turbo-Lora/minimax_h3_turbo_v4_step600_ema.safetensors",
103
  8,
104
+ "The author's own recommendation and the strongest build released: much better static and small-motion "
105
+ "shots, markedly better micro-detail in faces, fingers and fine texture, and the plastic over-sharpened "
106
+ "look of the older v1 line is gone. Its one weak spot is 4 steps with large fast motion, where it can "
107
+ "trail - 6 to 8 steps removes that and is where it looks its best.",
108
  1.0,
109
  ),
110
  "Turbo v4 step600 non-EMA · 6 steps": (
111
  "larryvrh/MiniMax-H3-Turbo-Lora/minimax_h3_turbo_v4_step600.safetensors",
112
  6,
113
  "The same training run without the EMA averaging. The author recommends the EMA build, but a number of "
114
+ "users report cleaner results from this one - worth a try if EMA output looks soft.",
115
  1.0,
116
  ),
117
+ "Turbo v1 ckpt850 · 4 steps (fast motion only)": (
118
  "larryvrh/MiniMax-H3-Turbo-Lora/minimax_h3_turbo_4step_ema_ckpt850.safetensors",
119
  4,
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+ "Superseded by v4 in every other respect, and kept for one case the author names: at 4 steps with large "
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+ "fast motion, v4 trails and this older build does not. Filled at 0.7 because the v1 line over-sharpens "
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+ "at 1.0. Anything that is not fast motion at 4 steps belongs on v4.",
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  0.7,
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  ),
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  }