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| import gradio as gr | |
| from modules import scripts, sd_samplers, sd_schedulers, shared | |
| from modules.infotext_utils import PasteField | |
| from modules.ui_components import FormRow, FormGroup | |
| class ScriptSampler(scripts.ScriptBuiltinUI): | |
| section = "sampler" | |
| def __init__(self): | |
| self.steps = None | |
| self.sampler_name = None | |
| self.scheduler = None | |
| def title(self): | |
| return "Sampler" | |
| def ui(self, is_img2img): | |
| sampler_names = [x.name for x in sd_samplers.visible_samplers()] | |
| scheduler_names = [x.label for x in sd_schedulers.schedulers] | |
| if shared.opts.samplers_in_dropdown: | |
| with FormRow(elem_id=f"sampler_selection_{self.tabname}"): | |
| self.sampler_name = gr.Dropdown(label='Sampling method', elem_id=f"{self.tabname}_sampling", choices=sampler_names, value=sampler_names[0]) | |
| self.scheduler = gr.Dropdown(label='Schedule type', elem_id=f"{self.tabname}_scheduler", choices=scheduler_names, value=scheduler_names[0]) | |
| self.steps = gr.Slider(minimum=1, maximum=150, step=1, elem_id=f"{self.tabname}_steps", label="Sampling steps", value=20) | |
| else: | |
| with FormGroup(elem_id=f"sampler_selection_{self.tabname}"): | |
| self.steps = gr.Slider(minimum=1, maximum=150, step=1, elem_id=f"{self.tabname}_steps", label="Sampling steps", value=20) | |
| self.sampler_name = gr.Radio(label='Sampling method', elem_id=f"{self.tabname}_sampling", choices=sampler_names, value=sampler_names[0]) | |
| self.scheduler = gr.Dropdown(label='Schedule type', elem_id=f"{self.tabname}_scheduler", choices=scheduler_names, value=scheduler_names[0]) | |
| self.infotext_fields = [ | |
| PasteField(self.steps, "Steps", api="steps"), | |
| PasteField(self.sampler_name, sd_samplers.get_sampler_from_infotext, api="sampler_name"), | |
| PasteField(self.scheduler, sd_samplers.get_scheduler_from_infotext, api="scheduler"), | |
| ] | |
| shared.options_templates.update(shared.options_section(('ui_sd', "UI defaults 'sd'", "ui"), { | |
| "sd_t2i_sampler": shared.OptionInfo('Euler a', "txt2img sampler", gr.Dropdown, {"choices": sampler_names}), | |
| "sd_t2i_scheduler": shared.OptionInfo('Automatic', "txt2img scheduler", gr.Dropdown, {"choices": scheduler_names}), | |
| "sd_i2i_sampler": shared.OptionInfo('Euler a', "img2img sampler", gr.Dropdown, {"choices": sampler_names}), | |
| "sd_i2i_scheduler": shared.OptionInfo('Automatic', "img2img scheduler", gr.Dropdown, {"choices": scheduler_names}), | |
| })) | |
| shared.options_templates.update(shared.options_section(('ui_xl', "UI defaults 'xl'", "ui"), { | |
| "xl_t2i_sampler": shared.OptionInfo('DPM++ 2M SDE', "txt2img sampler", gr.Dropdown, {"choices": sampler_names}), | |
| "xl_t2i_scheduler": shared.OptionInfo('Karras', "txt2img scheduler", gr.Dropdown, {"choices": scheduler_names}), | |
| "xl_i2i_sampler": shared.OptionInfo('DPM++ 2M SDE', "img2img sampler", gr.Dropdown, {"choices": sampler_names}), | |
| "xl_i2i_scheduler": shared.OptionInfo('Karras', "img2img scheduler", gr.Dropdown, {"choices": scheduler_names}), | |
| })) | |
| shared.options_templates.update(shared.options_section(('ui_flux', "UI defaults 'flux'", "ui"), { | |
| "flux_t2i_sampler": shared.OptionInfo('Euler', "txt2img sampler", gr.Dropdown, {"choices": sampler_names}), | |
| "flux_t2i_scheduler": shared.OptionInfo('Simple', "txt2img scheduler", gr.Dropdown, {"choices": scheduler_names}), | |
| "flux_i2i_sampler": shared.OptionInfo('Euler', "img2img sampler", gr.Dropdown, {"choices": sampler_names}), | |
| "flux_i2i_scheduler": shared.OptionInfo('Simple', "img2img scheduler", gr.Dropdown, {"choices": scheduler_names}), | |
| })) | |
| return self.steps, self.sampler_name, self.scheduler | |
| def setup(self, p, steps, sampler_name, scheduler): | |
| p.steps = steps | |
| p.sampler_name = sampler_name | |
| p.scheduler = scheduler | |