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Running
on
CPU Upgrade
Commit
·
0a27246
1
Parent(s):
853b5ac
2x2 Grid and minor improvements
Browse files- app.py +32 -25
- requirements.txt +1 -0
app.py
CHANGED
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@@ -18,7 +18,7 @@ word_list = word_list_dataset["train"]['text']
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def infer(prompt, samples, steps, scale, seed):
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for filter in word_list:
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if re.search(rf"\b{filter}\b", prompt):
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-
raise
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generator = torch.Generator(device=device).manual_seed(seed)
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with autocast("cuda"):
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@@ -36,8 +36,7 @@ def infer(prompt, samples, steps, scale, seed):
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else:
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images.append(image)
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return images
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-
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-
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css = """
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.gradio-container {
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font-family: 'IBM Plex Sans', sans-serif;
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@@ -54,13 +53,21 @@ css = """
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accent-color: #dfdfdf;
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}
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.container {
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max-width:
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margin: auto;
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padding-top:
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}
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#gallery {
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min-height: 22rem;
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margin-bottom: 15px;
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border-bottom-right-radius: .5rem !important;
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border-bottom-left-radius: .5rem !important;
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}
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@@ -86,7 +93,7 @@ css = """
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#advanced-btn {
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font-size: .7rem !important;
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line-height: 19px;
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-
margin-top:
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margin-bottom: 12px;
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padding: 2px 8px;
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border-radius: 14px !important;
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@@ -126,36 +133,36 @@ block = gr.Blocks(css=css)
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examples = [
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[
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'A high tech solarpunk utopia in the Amazon rainforest',
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-
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-
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7.5,
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1024,
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],
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[
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'A pikachu fine dining with a view to the Eiffel Tower',
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-
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-
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7,
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1024,
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],
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[
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'A mecha robot in a favela in expressionist style',
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-
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-
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7,
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1024,
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],
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[
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'an insect robot preparing a delicious meal',
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-
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-
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7,
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1024,
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],
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[
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"A small cabin on top of a snowy mountain in the style of disney, arstation",
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-
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-
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7,
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1024,
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],
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@@ -164,7 +171,7 @@ examples = [
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with block:
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gr.HTML(
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"""
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<div style="text-align: center; max-width:
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<div
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style="
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display: inline-flex;
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@@ -207,12 +214,12 @@ with block:
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<rect x="23" y="69" width="23" height="23" fill="black"></rect>
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</svg>
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<h1 style="font-weight: 900; margin-bottom: 7px;">
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Stable Diffusion
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</h1>
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</div>
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<p style="margin-bottom:
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Stable Diffusion is a state of the art text-to-image model that generates
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images from
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access you can try
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<a
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href="http://beta.dreamstudio.ai/"
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@@ -225,7 +232,7 @@ with block:
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"""
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)
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with gr.Group():
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-
with gr.Box():
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with gr.Row().style(mobile_collapse=False, equal_height=True):
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text = gr.Textbox(
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label="Enter your prompt",
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@@ -244,18 +251,18 @@ with block:
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gallery = gr.Gallery(
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label="Generated images", show_label=False, elem_id="gallery"
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).style(grid=[
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advanced_button = gr.Button("Advanced options", elem_id="advanced-btn")
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with gr.Row(elem_id="advanced-options"):
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samples = gr.Slider(label="Images", minimum=1, maximum=
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steps = gr.Slider(label="Steps", minimum=1, maximum=50, value=
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scale = gr.Slider(
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label="Guidance Scale", minimum=0, maximum=50, value=7.5, step=0.1
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)
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seed = gr.Slider(
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label="
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minimum=0,
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maximum=2147483647,
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step=1,
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def infer(prompt, samples, steps, scale, seed):
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for filter in word_list:
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if re.search(rf"\b{filter}\b", prompt):
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raise gr.Error("Unsafe content found. Please try again with different prompts.")
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generator = torch.Generator(device=device).manual_seed(seed)
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with autocast("cuda"):
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else:
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images.append(image)
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return images
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+
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css = """
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.gradio-container {
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font-family: 'IBM Plex Sans', sans-serif;
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accent-color: #dfdfdf;
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}
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.container {
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max-width: 730px;
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margin: auto;
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padding-top: 1.5rem;
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}
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#prompt-area {
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max-width: 650px;
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margin-left: auto;
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margin-right: auto
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}
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#gallery {
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max-width: 650px;
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min-height: 22rem;
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margin-bottom: 15px;
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margin-left: auto;
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margin-right: auto;
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border-bottom-right-radius: .5rem !important;
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border-bottom-left-radius: .5rem !important;
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}
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#advanced-btn {
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font-size: .7rem !important;
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line-height: 19px;
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margin-top: 12px;
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margin-bottom: 12px;
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padding: 2px 8px;
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border-radius: 14px !important;
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examples = [
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[
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'A high tech solarpunk utopia in the Amazon rainforest',
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4,
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+
45,
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7.5,
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1024,
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],
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[
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'A pikachu fine dining with a view to the Eiffel Tower',
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+
4,
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+
45,
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7,
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1024,
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],
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[
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'A mecha robot in a favela in expressionist style',
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+
4,
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+
45,
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7,
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1024,
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],
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[
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'an insect robot preparing a delicious meal',
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+
4,
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+
45,
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7,
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1024,
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],
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[
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"A small cabin on top of a snowy mountain in the style of disney, arstation",
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4,
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45,
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7,
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1024,
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],
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with block:
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gr.HTML(
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"""
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<div style="text-align: center; max-width: 650px; margin: 0 auto;">
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<div
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style="
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display: inline-flex;
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<rect x="23" y="69" width="23" height="23" fill="black"></rect>
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</svg>
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<h1 style="font-weight: 900; margin-bottom: 7px;">
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+
Stable Diffusion Demo
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</h1>
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</div>
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<p style="margin-bottom: 10px; font-size: 94%">
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Stable Diffusion is a state of the art text-to-image model that generates
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+
images from text.<br>For faster generation and forthcoming API
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access you can try
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<a
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href="http://beta.dreamstudio.ai/"
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"""
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)
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with gr.Group():
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with gr.Box(elem_id="prompt-area"):
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with gr.Row().style(mobile_collapse=False, equal_height=True):
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text = gr.Textbox(
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label="Enter your prompt",
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gallery = gr.Gallery(
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label="Generated images", show_label=False, elem_id="gallery"
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).style(grid=[2], height="auto")
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advanced_button = gr.Button("Advanced options", elem_id="advanced-btn")
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with gr.Row(elem_id="advanced-options"):
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samples = gr.Slider(label="Images", minimum=1, maximum=4, value=4, step=1)
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steps = gr.Slider(label="Steps", minimum=1, maximum=50, value=45, step=1)
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scale = gr.Slider(
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label="Guidance Scale", minimum=0, maximum=50, value=7.5, step=0.1
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)
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seed = gr.Slider(
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label="Seed",
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minimum=0,
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maximum=2147483647,
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step=1,
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requirements.txt
CHANGED
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@@ -1,4 +1,5 @@
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diffusers
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transformers
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nvidia-ml-py3
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--extra-index-url https://download.pytorch.org/whl/cu113 torch
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diffusers
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transformers
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nvidia-ml-py3
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ftfy
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--extra-index-url https://download.pytorch.org/whl/cu113 torch
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