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Running on Zero
Running on Zero
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from core.settings import MODEL_MAP_CHECKPOINT, MODEL_DEFAULTS_CONFIG
from .ui_components import (
create_base_parameter_ui, create_lora_settings_ui,
create_controlnet_ui, create_anima_controlnet_lllite_ui, create_diffsynth_controlnet_ui, create_ipadapter_ui, create_embedding_ui,
create_conditioning_ui, create_vae_override_ui,
create_model_architecture_filter_ui, create_category_filter_ui,
create_sd3_ipadapter_ui, create_flux1_ipadapter_ui, create_style_ui,
create_reference_latent_ui, create_hidream_o1_reference_ui
)
default_vals = MODEL_DEFAULTS_CONFIG.get('Default', {})
DEFAULT_STEPS = default_vals.get('steps', 20)
DEFAULT_CFG = default_vals.get('cfg', 5.0)
DEFAULT_SAMPLER = default_vals.get('sampler_name', 'euler')
DEFAULT_SCHEDULER = default_vals.get('scheduler', 'simple')
DEFAULT_POS_PROMPT = default_vals.get('positive_prompt', '')
DEFAULT_NEG_PROMPT = default_vals.get('negative_prompt', '')
def create_ui():
prefix = "inpaint"
components = {}
with gr.Column():
with gr.Row() as arch_row:
components.update(create_model_architecture_filter_ui(prefix))
with gr.Row() as model_and_run_row:
components.update(create_category_filter_ui(prefix))
components[f'base_model_{prefix}'] = gr.Dropdown(
label="Base Model",
choices=list(MODEL_MAP_CHECKPOINT.keys()),
value=list(MODEL_MAP_CHECKPOINT.keys())[0],
scale=3,
allow_custom_value=True
)
with gr.Column(scale=1):
components[f'run_{prefix}'] = gr.Button("Run Inpaint", variant="primary")
components[f'model_and_run_row_{prefix}'] = [arch_row, model_and_run_row]
with gr.Row() as main_content_row:
with gr.Column(scale=1) as editor_column:
components[f'view_mode_{prefix}'] = gr.Radio(
["Normal View", "Fullscreen View"],
label="Editor View",
value="Normal View",
interactive=True
)
components[f'input_image_dict_{prefix}'] = gr.ImageEditor(
type="pil",
label="Image & Mask",
height=272
)
components[f'editor_column_{prefix}'] = editor_column
with gr.Column(scale=2) as prompts_column:
components[f'prompt_{prefix}'] = gr.Text(label="Prompt", lines=6, value=DEFAULT_POS_PROMPT)
components[f'neg_prompt_{prefix}'] = gr.Text(label="Negative prompt", lines=6, value=DEFAULT_NEG_PROMPT)
components[f'prompts_column_{prefix}'] = prompts_column
with gr.Row() as params_and_gallery_row:
with gr.Column(scale=1):
from comfy_integration.nodes import SAMPLER_CHOICES, SCHEDULER_CHOICES
with gr.Row():
components[f'denoise_{prefix}'] = gr.Slider(
label="Denoise", minimum=0.0, maximum=1.0, step=0.05, value=1.0
)
components[f'grow_mask_by_{prefix}'] = gr.Slider(
label="Grow Mask By", minimum=0, maximum=64, step=1, value=6
)
with gr.Row():
components[f'sampler_{prefix}'] = gr.Dropdown(
label="Sampler",
choices=SAMPLER_CHOICES,
value=DEFAULT_SAMPLER if DEFAULT_SAMPLER in SAMPLER_CHOICES else (SAMPLER_CHOICES[0] if SAMPLER_CHOICES else 'euler')
)
components[f'scheduler_{prefix}'] = gr.Dropdown(
label="Scheduler",
choices=SCHEDULER_CHOICES,
value=DEFAULT_SCHEDULER if DEFAULT_SCHEDULER in SCHEDULER_CHOICES else (SCHEDULER_CHOICES[0] if SCHEDULER_CHOICES else 'simple')
)
with gr.Row():
components[f'steps_{prefix}'] = gr.Slider(label="Steps", minimum=1, maximum=100, step=1, value=DEFAULT_STEPS)
components[f'cfg_{prefix}'] = gr.Slider(label="CFG Scale", minimum=1.0, maximum=20.0, step=0.1, value=DEFAULT_CFG)
with gr.Row():
components[f'seed_{prefix}'] = gr.Number(label="Seed (-1 for random)", value=-1, precision=0)
components[f'batch_size_{prefix}'] = gr.Slider(label="Batch Size", minimum=1, maximum=16, step=1, value=1)
with gr.Row():
components[f'clip_skip_{prefix}'] = gr.Slider(label="Clip Skip", minimum=1, maximum=2, step=1, value=1, visible=False, interactive=True)
components[f'guidance_{prefix}'] = gr.Slider(label="Guidance (FLUX)", minimum=1.0, maximum=10.0, step=0.1, value=3.5, visible=False, interactive=True)
components[f'zero_gpu_{prefix}'] = gr.Number(label="ZeroGPU Duration (s)", value=None, placeholder="Default: 60s, Max: 120s", info="Optional: Set how long to reserve the GPU.")
components[f'width_{prefix}'] = gr.State(value=512)
components[f'height_{prefix}'] = gr.State(value=512)
with gr.Column(scale=1):
components[f'result_{prefix}'] = gr.Gallery(label="Result", show_label=False, columns=1, object_fit="contain", height=510)
components[f'params_and_gallery_row_{prefix}'] = params_and_gallery_row
with gr.Column() as accordion_wrapper:
components.update(create_lora_settings_ui(prefix))
components.update(create_controlnet_ui(prefix))
components.update(create_anima_controlnet_lllite_ui(prefix))
components.update(create_diffsynth_controlnet_ui(prefix))
components.update(create_ipadapter_ui(prefix))
components.update(create_flux1_ipadapter_ui(prefix))
components.update(create_sd3_ipadapter_ui(prefix))
components.update(create_style_ui(prefix))
components.update(create_embedding_ui(prefix))
components.update(create_conditioning_ui(prefix))
components.update(create_reference_latent_ui(prefix))
components.update(create_hidream_o1_reference_ui(prefix))
components.update(create_vae_override_ui(prefix))
components[f'accordion_wrapper_{prefix}'] = accordion_wrapper
return components |