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| import gradio as gr | |
| from StableGR import (generate_image, search_civitai, download_civitai, select_civitai_item, add_civitai_item, get_civitai_tag, select_civitai_all_item, | |
| update_civitai_selection, update_civitai_checkbox, from_civitai_checkbox, | |
| CIVITAI_TYPE, CIVITAI_BASEMODEL, CIVITAI_SORT, CIVITAI_PERIOD, CIVITAI_FILETYPE, download_file) | |
| css = """ | |
| .title { font-size: 3em; align-items: center; text-align: center; } | |
| .info { align-items: center; text-align: center; } | |
| .block.result { margin: 1em 0; padding: 1em; box-shadow: 0 0 3px 3px #664422, 0 0 3px 2px #664422 inset; border-radius: 6px; background: #665544; } | |
| .desc [src$='#float'] { float: right; margin: 20px; } | |
| """ | |
| with gr.Blocks(fill_width=True, css=css) as demo: | |
| with gr.Column(): | |
| gr.Markdown("# StableGR", elem_classes="title") | |
| state = gr.State(value={}) | |
| with gr.TabItem("Search Civitai"): | |
| with gr.Row(): | |
| search_civitai_type = gr.CheckboxGroup(label="Type", choices=CIVITAI_TYPE, value=["Checkpoint", "LORA"]) | |
| search_civitai_basemodel = gr.CheckboxGroup(label="Base Model", choices=CIVITAI_BASEMODEL, value=[]) | |
| search_civitai_filetype = gr.CheckboxGroup(label="File type", choices=CIVITAI_FILETYPE, value=["Model"]) | |
| with gr.Row(): | |
| with gr.Row(): | |
| search_civitai_sort = gr.Radio(label="Sort", choices=CIVITAI_SORT, value=CIVITAI_SORT[0]) | |
| search_civitai_period = gr.Radio(label="Period", choices=CIVITAI_PERIOD, value="Month") | |
| search_civitai_limit = gr.Number(label="Limit", minimum=1, maximum=100, step=1, value=100) | |
| search_civitai_page = gr.Number(label="Page", info="If 0, retrieve all pages", minimum=0, maximum=10, step=1, value=1) | |
| with gr.Row(): | |
| search_civitai_query = gr.Textbox(label="Query", placeholder="flux", lines=1) | |
| search_civitai_tag = gr.Dropdown(label="Tag", choices=get_civitai_tag(), value=get_civitai_tag()[0], allow_custom_value=True) | |
| search_civitai_user = gr.Textbox(label="Username", lines=1) | |
| search_civitai_submit = gr.Button("Search on Civitai") | |
| with gr.TabItem("Results"): | |
| with gr.Row(): | |
| search_civitai_desc = gr.Markdown(value="", visible=False, elem_classes="desc") | |
| search_civitai_json = gr.JSON(value={}, visible=False) | |
| with gr.Row(equal_height=True): | |
| with gr.Column(scale=9): | |
| with gr.TabItem("Select from Gallery"): | |
| search_civitai_gallery = gr.Gallery([], label="Results", allow_preview=False, columns=5, elem_id="gallery", show_share_button=False, interactive=False) | |
| with gr.TabItem("Select by Checkbox"): | |
| search_civitai_result_checkbox = gr.CheckboxGroup(label="", choices=[], value=[]) | |
| search_civitai_result = gr.Dropdown(label="Search Results", choices=[("", "")], value=[], | |
| allow_custom_value=True, visible=True, multiselect=True) | |
| search_civitai_result_info = gr.Markdown("Search result.", elem_classes="info") | |
| with gr.Column(scale=1): | |
| search_civitai_add = gr.Button("Add to download URLs") | |
| search_civitai_select_all = gr.Button("Select All", variant="secondary", size="sm") | |
| with gr.Group(): | |
| dl_url = gr.Textbox(label="Download URL(s)", placeholder="https://civitai.com/api/download/models/28907\n...", value="", lines=3, max_lines=255) | |
| with gr.Column(): | |
| civitai_key = gr.Textbox(label="Your Civitai Key", value="", max_lines=1) | |
| gr.Markdown("Your Civitai API key is available at [https://civitai.com/user/account](https://civitai.com/user/account).", elem_classes="info") | |
| with gr.Row(): | |
| run_base = gr.Button(value="Download Base Model", variant="primary") | |
| run_lora = gr.Button(value="Download Lora", variant="primary") | |
| uploaded_urls = gr.CheckboxGroup(visible=False, choices=[], value=None) # hidden | |
| #urls_md = gr.Markdown("<br><br>", elem_classes="result") | |
| urls_remain = gr.Textbox("Remaining URLs", value="", show_copy_button=True, visible=False) | |
| with gr.Column(): | |
| base_model = gr.File(label="Base Models") | |
| lora_A = gr.File(label="Lora") | |
| with gr.Row(): | |
| prompt = gr.Textbox(label="Prompt", value="A highly detailed portrait of an underwater city, with towering spires and domes rising up from the ocean floor") | |
| with gr.Row(): | |
| with gr.Row(): | |
| num_steps = gr.Slider(label="Number of Steps", minimum=1, maximum=100, value=30, step=1) | |
| guidance_scale = gr.Slider(label="Guidance Scale", minimum=0.1, maximum=20.0, value=7.5, step=0.1) | |
| sampler = gr.Dropdown(label="Sampler", choices=["DPM++ 2M", "Euler", "TCD"], value="DPM++ 2M") | |
| with gr.Row(): | |
| img_width = gr.Slider(label="Image Width", minimum=64, maximum=2048, value=512, step=64) | |
| img_height = gr.Slider(label="Image Height", minimum=64, maximum=2048, value=1024, step=64) | |
| generate_button = gr.Button("Generate Image") | |
| output_image = gr.Image(label="output") | |
| gr.on( | |
| triggers=[run_base.click], | |
| fn=download_file, | |
| inputs=[dl_url, civitai_key], | |
| outputs=base_model, | |
| queue=True, | |
| ) | |
| gr.on( | |
| triggers=[run_lora.click], | |
| fn=download_file, | |
| inputs=[dl_url, civitai_key], | |
| outputs=lora_A, | |
| queue=True, | |
| ) | |
| gr.on( | |
| triggers=[generate_button.click], | |
| fn=generate_image, | |
| inputs=[base_model, prompt, lora_A, num_steps, guidance_scale, sampler, img_width, img_height], | |
| outputs=output_image, | |
| queue=True, | |
| ) | |
| gr.on( | |
| triggers=[search_civitai_submit.click, search_civitai_query.submit, search_civitai_user.submit], | |
| fn=search_civitai, | |
| inputs=[search_civitai_query, search_civitai_type, search_civitai_basemodel, search_civitai_sort, | |
| search_civitai_period, search_civitai_tag, search_civitai_user, search_civitai_limit, | |
| search_civitai_page, search_civitai_filetype, civitai_key, search_civitai_gallery, state], | |
| outputs=[search_civitai_result, search_civitai_desc, search_civitai_submit, search_civitai_query, search_civitai_gallery, | |
| search_civitai_result_checkbox, search_civitai_result_info, state], | |
| queue=False, | |
| show_api=False, | |
| ) | |
| search_civitai_result.change(select_civitai_item, [search_civitai_result, state], [search_civitai_desc, search_civitai_json, state], queue=False, show_api=False)\ | |
| .success(update_civitai_checkbox, [search_civitai_result], [search_civitai_result_checkbox], queue=True, show_api=False) | |
| search_civitai_result_checkbox.select(from_civitai_checkbox, [search_civitai_result_checkbox], [search_civitai_result], queue=False, show_api=False) | |
| search_civitai_add.click(add_civitai_item, [search_civitai_result, dl_url], [dl_url], queue=False, show_api=False) | |
| search_civitai_select_all.click(select_civitai_all_item, [search_civitai_select_all, state], [search_civitai_select_all, search_civitai_result], queue=False, show_api=False) | |
| search_civitai_gallery.select(update_civitai_selection, [search_civitai_result, state], [search_civitai_result], queue=False, show_api=False) | |
| demo.queue() | |
| demo.launch(debug=True, share=True) | |