ae51178629
and other installed extensions will be on top now (including some resolution related UI extensions)
58 lines
2.5 KiB
Python
58 lines
2.5 KiB
Python
import gradio as gr
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from modules import scripts
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from ldm_patched.contrib.external_model_downscale import PatchModelAddDownscale
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opPatchModelAddDownscale = PatchModelAddDownscale()
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class KohyaHRFixForForge(scripts.Script):
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sorting_priority = 14
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def title(self):
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return "Kohya HRFix Integrated"
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def show(self, is_img2img):
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return scripts.AlwaysVisible
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def ui(self, *args, **kwargs):
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upscale_methods = ["bicubic", "nearest-exact", "bilinear", "area", "bislerp"]
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with gr.Accordion(open=False, label=self.title()):
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enabled = gr.Checkbox(label='Enabled', value=False)
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block_number = gr.Slider(label='Block Number', value=3, minimum=1, maximum=32, step=1)
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downscale_factor = gr.Slider(label='Downscale Factor', value=2.0, minimum=0.1, maximum=9.0, step=0.001)
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start_percent = gr.Slider(label='Start Percent', value=0.0, minimum=0.0, maximum=1.0, step=0.001)
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end_percent = gr.Slider(label='End Percent', value=0.35, minimum=0.0, maximum=1.0, step=0.001)
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downscale_after_skip = gr.Checkbox(label='Downscale After Skip', value=True)
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downscale_method = gr.Radio(label='Downscale Method', choices=upscale_methods, value=upscale_methods[0])
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upscale_method = gr.Radio(label='Upscale Method', choices=upscale_methods, value=upscale_methods[0])
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return enabled, block_number, downscale_factor, start_percent, end_percent, downscale_after_skip, downscale_method, upscale_method
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def process_before_every_sampling(self, p, *script_args, **kwargs):
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enabled, block_number, downscale_factor, start_percent, end_percent, downscale_after_skip, downscale_method, upscale_method = script_args
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block_number = int(block_number)
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if not enabled:
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return
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unet = p.sd_model.forge_objects.unet
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unet = opPatchModelAddDownscale.patch(unet, block_number, downscale_factor, start_percent, end_percent, downscale_after_skip, downscale_method, upscale_method)[0]
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p.sd_model.forge_objects.unet = unet
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p.extra_generation_params.update(dict(
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kohya_hrfix_enabled=enabled,
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kohya_hrfix_block_number=block_number,
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kohya_hrfix_downscale_factor=downscale_factor,
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kohya_hrfix_start_percent=start_percent,
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kohya_hrfix_end_percent=end_percent,
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kohya_hrfix_downscale_after_skip=downscale_after_skip,
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kohya_hrfix_downscale_method=downscale_method,
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kohya_hrfix_upscale_method=upscale_method,
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))
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return
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