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app.py

@@ -1,10 +1,11 @@
 import gradio as gr
+import torch
 
-from diffusers import DiffusionPipeline, UNet2DModel
+from diffusers import AutoPipelineForInpainting, UNet2DConditionModel
 from share_btn import community_icon_html, loading_icon_html, share_js
 
-unet = UNet2DModel.from_pretrained("valhalla/sdxl-inpaint-ema")
-pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0", unet=unet, torch_dtype=torch.float16, variant="fp16").to("cuda")
+unet = UNet2DConditionModel.from_pretrained("valhalla/sdxl-inpaint-ema")
+pipe = AutoPipelineForInpainting.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0", unet=unet, torch_dtype=torch.float16, variant="fp16").to("cuda")
 
 def read_content(file_path: str) -> str:
     """read the content of target file
@@ -73,9 +74,11 @@ with image_blocks as demo:
                     image = gr.Image(source='upload', tool='sketch', elem_id="image_upload", type="pil", label="Upload").style(height=400)
                     with gr.Row(elem_id="prompt-container").style(mobile_collapse=False, equal_height=True):
                         prompt = gr.Textbox(placeholder = 'Your prompt (what you want in place of what is erased)', show_label=False, elem_id="input-text")
-                        guidance_scale = gradio.Number(value=7.5, minimum=1.0, maximum=20.0)
-                        steps = gradio.Number(value=20, minimum=10, maximum=50)
-                        strength = gradio.Number(value=1.0, minimum=0.0, maximum=1.0)
+
+                    with gr.Row(elem_id="prompt-container").style(mobile_collapse=False, equal_height=True):
+                        guidance_scale = gr.Number(value=7.5, minimum=1.0, maximum=20.0, step=0.1, label="guidance_scale")
+                        steps = gr.Number(value=20, minimum=10, maximum=50, step=0.1, label="steps")
+                        strength = gr.Number(value=1.0, minimum=0.0, maximum=1.0, step=0.05, label="strength")
                         
                         btn = gr.Button("Inpaint!").style(
                             margin=False,
@@ -93,8 +96,6 @@ with image_blocks as demo:
             btn.click(fn=predict, inputs=[image, prompt, guidance_scale, steps, strength], outputs=[image_out, community_icon, loading_icon, share_button])
             share_button.click(None, [], [], _js=share_js)
 
-
-
             gr.HTML(
                 """
                     <div class="footer">

header.html

@@ -6,9 +6,6 @@
         justify-content: center;
         margin-bottom: 10px;
       ">
-    <img
-      src="https://aeiljuispo.cloudimg.io/v7/https://s3.amazonaws.com/moonup/production/uploads/1665970599545-634cb15a4abe8405758d2e7e.jpeg"
-      alt="Diffusers" width="64px">
     <h1 style="font-weight: 900; align-items: center; margin-bottom: 7px; margin-top: 20px;">
       Stable Diffusion XL Inpainting 🎨
     </h1>