1.0.19 (#33)

Unlock to allow changing model.

webui.py

@@ -1,16 +1,23 @@
 import gradio as gr
+import modules.path
 import random
 import fooocus_version
+import modules.default_pipeline as pipeline
 
 from modules.sdxl_styles import apply_style, style_keys, aspect_ratios
-from modules.default_pipeline import process
 from modules.cv2win32 import close_all_preview, save_image
 from modules.util import generate_temp_filename
-from modules.path import temp_outputs_path
 
 
 def generate_clicked(prompt, negative_prompt, style_selction, performance_selction,
-                     aspect_ratios_selction, image_number, image_seed, progress=gr.Progress()):
+                     aspect_ratios_selction, image_number, image_seed, base_model_name, refiner_model_name,
+                     l1, w1, l2, w2, l3, w3, l4, w4, l5, w5, progress=gr.Progress()):
+
+    loras = [(l1, w1), (l2, w2), (l3, w3), (l4, w4), (l5, w5)]
+
+    pipeline.refresh_base_model(base_model_name)
+    pipeline.refresh_refiner_model(refiner_model_name)
+    pipeline.refresh_loras(loras)
 
     p_txt, n_txt = apply_style(style_selction, prompt, negative_prompt)
 
@@ -35,10 +42,10 @@ def generate_clicked(prompt, negative_prompt, style_selction, performance_selcti
         progress(float(done_steps) / float(all_steps), f'Step {step}/{total_steps} in the {i}-th Sampling')
 
     for i in range(image_number):
-        imgs = process(p_txt, n_txt, steps, switch, width, height, seed, callback=callback)
+        imgs = pipeline.process(p_txt, n_txt, steps, switch, width, height, seed, callback=callback)
 
         for x in imgs:
-            local_temp_filename = generate_temp_filename(folder=temp_outputs_path, extension='png')
+            local_temp_filename = generate_temp_filename(folder=modules.path.temp_outputs_path, extension='png')
             save_image(local_temp_filename, x)
 
         seed += 1
@@ -61,21 +68,45 @@ with block:
             with gr.Row():
                 advanced_checkbox = gr.Checkbox(label='Advanced', value=False, container=False)
         with gr.Column(scale=0.5, visible=False) as right_col:
-            with gr.Tab(label='Generator Setting'):
+            with gr.Tab(label='Setting'):
                 performance_selction = gr.Radio(label='Performance', choices=['Speed', 'Quality'], value='Speed')
                 aspect_ratios_selction = gr.Radio(label='Aspect Ratios (width × height)', choices=list(aspect_ratios.keys()),
                                                   value='1152×896')
                 image_number = gr.Slider(label='Image Number', minimum=1, maximum=32, step=1, value=2)
                 image_seed = gr.Number(label='Random Seed', value=-1, precision=0)
                 negative_prompt = gr.Textbox(label='Negative Prompt', show_label=True, placeholder="Type prompt here.")
-            with gr.Tab(label='Image Style'):
+            with gr.Tab(label='Style'):
                 style_selction = gr.Radio(show_label=False, container=True,
                                           choices=style_keys, value='cinematic-default')
+            with gr.Tab(label='Advanced'):
+                with gr.Row():
+                    base_model = gr.Dropdown(label='SDXL Base Model', choices=modules.path.model_filenames, value=modules.path.default_base_model_name, show_label=True)
+                    refiner_model = gr.Dropdown(label='SDXL Refiner', choices=['None'] + modules.path.model_filenames, value=modules.path.default_refiner_model_name, show_label=True)
+                with gr.Accordion(label='LoRAs', open=True):
+                    lora_ctrls = []
+                    for i in range(5):
+                        with gr.Row():
+                            lora_model = gr.Dropdown(label=f'SDXL LoRA {i+1}', choices=['None'] + modules.path.lora_filenames, value=modules.path.default_lora_name if i == 0 else 'None')
+                            lora_weight = gr.Slider(label='Weight', minimum=-2, maximum=2, step=0.01, value=modules.path.default_lora_weight)
+                            lora_ctrls += [lora_model, lora_weight]
+                model_refresh = gr.Button(label='Refresh', value='Refresh All Files', variant='secondary')
+
+                def model_refresh_clicked():
+                    modules.path.update_all_model_names()
+                    results = []
+                    results += [gr.update(choices=modules.path.model_filenames), gr.update(choices=['None'] + modules.path.model_filenames)]
+                    for i in range(5):
+                        results += [gr.update(choices=['None'] + modules.path.lora_filenames), gr.update()]
+                    return results
+
+                model_refresh.click(model_refresh_clicked, [], [base_model, refiner_model] + lora_ctrls)
+
         advanced_checkbox.change(lambda x: gr.update(visible=x), advanced_checkbox, right_col)
         ctrls = [
             prompt, negative_prompt, style_selction,
             performance_selction, aspect_ratios_selction, image_number, image_seed
         ]
+        ctrls += [base_model, refiner_model] + lora_ctrls
         run_button.click(fn=generate_clicked, inputs=ctrls, outputs=[gallery])
 
 block.launch(inbrowser=True)