Spaces:
Running
on
Zero
Running
on
Zero
Update app.py
Browse files
app.py
CHANGED
@@ -21,11 +21,50 @@ pipe = None
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bad_words = json.loads(os.getenv('BAD_WORDS', '["violence", "blood", "scary", "death", "ghost"]'))
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default_negative = os.getenv("default_negative","")
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def check_text(prompt, negative=""):
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# Kid-friendly styles
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style_list = [
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@@ -125,6 +164,7 @@ def randomize_seed_fn(seed: int, randomize_seed: bool) -> int:
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return seed
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@spaces.GPU(enable_queue=True)
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def generate(
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prompt: str,
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negative_prompt: str = "",
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@@ -135,7 +175,6 @@ def generate(
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guidance_scale: float = 3,
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randomize_seed: bool = False,
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background: str = "transparent",
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device_type: str = "cpu",
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progress=gr.Progress(track_tqdm=True),
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):
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global device, pipe
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@@ -177,7 +216,8 @@ def generate(
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images = pipe(**options).images
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image_paths = [save_image(img, background) for img in images]
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return image_paths, seed
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examples = [
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"cute bunny",
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@@ -189,15 +229,9 @@ css = '''
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.gradio-container{max-width: 700px !important}
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h1{text-align:center}
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'''
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# Define the Gradio UI for the sticker generator
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with gr.Blocks(css=css, theme="bethecloud/storj_theme") as demo:
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gr.Markdown(DESCRIPTION)
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gr.DuplicateButton(
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value="Duplicate Space for private use",
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elem_id="duplicate-button",
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visible=os.getenv("SHOW_DUPLICATE_BUTTON") == "1",
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)
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with gr.Group():
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with gr.Row():
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prompt = gr.Text(
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@@ -209,6 +243,7 @@ with gr.Blocks(css=css, theme="bethecloud/storj_theme") as demo:
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)
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run_button = gr.Button("Run")
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result = gr.Gallery(label="Generated Stickers", columns=2, preview=True)
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with gr.Accordion("Advanced options", open=False):
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use_negative_prompt = gr.Checkbox(label="Use negative prompt", value=True, visible=True)
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negative_prompt = gr.Text(
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@@ -258,7 +293,7 @@ with gr.Blocks(css=css, theme="bethecloud/storj_theme") as demo:
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gr.Examples(
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examples=examples,
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inputs=prompt,
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outputs=[result, seed],
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fn=generate,
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cache_examples=CACHE_EXAMPLES,
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)
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@@ -280,9 +315,8 @@ with gr.Blocks(css=css, theme="bethecloud/storj_theme") as demo:
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guidance_scale,
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randomize_seed,
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background_selection,
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device_selection,
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],
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outputs=[result, seed],
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api_name="run",
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)
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bad_words = json.loads(os.getenv('BAD_WORDS', '["violence", "blood", "scary", "death", "ghost"]'))
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default_negative = os.getenv("default_negative","")
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# Remove the GPU-specific import and decorator
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# import spaces
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# @spaces.GPU(enable_queue=True)
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# Update the check_text function to be more informative
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def check_text(prompt, negative=""):
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restricted_words = []
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for word in bad_words:
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if word in prompt.lower() or word in negative.lower():
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restricted_words.append(word)
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return restricted_words
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restricted_words = check_text(prompt, negative_prompt)
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if restricted_words:
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return [], seed, f"Prompt contains restricted words: {', '.join(restricted_words)}"
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# Ensure prompt is 2-3 words long
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prompt = " ".join(prompt.split()[:3])
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# Apply style
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prompt, negative_prompt = apply_style(style, prompt, negative_prompt)
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seed = int(randomize_seed_fn(seed, randomize_seed))
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generator = torch.manual_seed(seed)
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width, height = size_map.get(size, (512, 512))
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if not use_negative_prompt:
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negative_prompt = ""
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options = {
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"prompt": prompt,
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"negative_prompt": negative_prompt,
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"width": width,
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"height": height,
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"guidance_scale": guidance_scale,
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"num_inference_steps": 20, # Reduced from 25
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"generator": generator,
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"num_images_per_prompt": 2, # Reduced from 6
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"output_type": "pil",
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}
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# Kid-friendly styles
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style_list = [
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return seed
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@spaces.GPU(enable_queue=True)
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# Update the generate function
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def generate(
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prompt: str,
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negative_prompt: str = "",
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guidance_scale: float = 3,
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randomize_seed: bool = False,
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background: str = "transparent",
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progress=gr.Progress(track_tqdm=True),
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):
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global device, pipe
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images = pipe(**options).images
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image_paths = [save_image(img, background) for img in images]
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return image_paths, seed, None # Added None for potential error message
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examples = [
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"cute bunny",
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.gradio-container{max-width: 700px !important}
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h1{text-align:center}
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'''
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# Update the Gradio interface
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with gr.Blocks(css=css, theme="bethecloud/storj_theme") as demo:
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gr.Markdown(DESCRIPTION)
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with gr.Group():
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with gr.Row():
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prompt = gr.Text(
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)
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run_button = gr.Button("Run")
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result = gr.Gallery(label="Generated Stickers", columns=2, preview=True)
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error_output = gr.Textbox(label="Error", visible=False)
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with gr.Accordion("Advanced options", open=False):
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use_negative_prompt = gr.Checkbox(label="Use negative prompt", value=True, visible=True)
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negative_prompt = gr.Text(
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gr.Examples(
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examples=examples,
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inputs=prompt,
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outputs=[result, seed, error_output],
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fn=generate,
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cache_examples=CACHE_EXAMPLES,
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)
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guidance_scale,
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randomize_seed,
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background_selection,
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],
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outputs=[result, seed, error_output],
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api_name="run",
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)
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