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Set a better default threshold from testing and move it under advanced

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In testing it appears 100 is actually just better a majority of the time
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Alex "mcmonkey" Goodwin
2023-01-27 19:19:10 -08:00
parent cf524a9dbc
commit 5dd8d95849
1 changed files with 3 additions and 3 deletions
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scripts/dynamic_thresholding.py
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@@ -33,11 +33,11 @@ class Script(scripts.Script):
# "Dynamic Thresholding (CFG Scale Fix)"
accordion = gr.Group(visible=False)
with accordion:
gr.Markdown("Thresholds high CFG scales to make them work better. \nSet your actual **CFG Scale** to the high value you want above (eg: 20). \nThen set '**Mimic CFG Scale**' below to a (lower) CFG scale to mimic the effects of (eg: 10). Make sure it's not *too* different from your actual scale, it can only compensate so far. \nSet '**Top percentile**' to how much clamping you want. 90% is good is normal, 100% clamps so hard it's like the mimic scale is the real scale. This scales as it approaches 100%, (eg 90% and 95% are much more similar than 98% and 99%). \n... \n")
gr.Markdown("Thresholds high CFG scales to make them work better. \nSet your actual **CFG Scale** to the high value you want above (eg: 20). \nThen set '**Mimic CFG Scale**' below to a (lower) CFG scale to mimic the effects of (eg: 10). Make sure it's not *too* different from your actual scale, it can only compensate so far. \n... \n")
mimic_scale = gr.Slider(minimum=1.0, maximum=30.0, step=0.5, label='Mimic CFG Scale', value=7.0)
threshold_percentile = gr.Slider(minimum=90.0, value=90.0, maximum=100.0, step=0.05, label='Top percentile of latents to clamp')
with gr.Accordion("Dynamic Thresholding Advanced Options", open=False):
gr.Markdown("You can configure the **scale scheduler** for either the CFG Scale or the Mimic Scale here. \n'**Constant**' is normal. \nSetting **Mimic** to '**Cosine Down**' seems to produce better results. Needs more testing. \nSetting **CFG** to '**Linear Down**' produces results that are just like the raw high scale CFG but with better quality fine details. \nOther setting combos produce interesting results as well. \n... \n")
gr.Markdown("You can configure the **scale scheduler** for either the CFG Scale or the Mimic Scale here. \n'**Constant**' is default. \nIn testing, setting both to '**Linear Down**' or '**Constant**' seems to produce best results. \nOther setting combos produce interesting results as well. \nSet '**Top percentile**' to how much clamping you want. 90% is slightly underclamped, 100% clamps completely and tries to stop any/all burn. The effect tends to scale as it approaches 100%, (eg 90% and 95% are much more similar than 98% and 99%). \n... \n")
threshold_percentile = gr.Slider(minimum=90.0, value=100.0, maximum=100.0, step=0.05, label='Top percentile of latents to clamp')
mimic_mode = gr.Dropdown(VALID_MODES, value="Constant", label="Mimic Scale Scheduler")
cfg_mode = gr.Dropdown(VALID_MODES, value="Constant", label="CFG Scale Scheduler")
enabled.change(