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Running
on
Zero
Running
on
Zero
Create app-backup.py
Browse files- app-backup.py +325 -0
app-backup.py
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|
| 1 |
+
import gradio as gr
|
| 2 |
+
import numpy as np
|
| 3 |
+
import random
|
| 4 |
+
import torch
|
| 5 |
+
from diffusers import DiffusionPipeline
|
| 6 |
+
import spaces
|
| 7 |
+
|
| 8 |
+
# Basic settings
|
| 9 |
+
dtype = torch.bfloat16
|
| 10 |
+
device = "cuda" if torch.cuda.is_available() else "cpu"
|
| 11 |
+
|
| 12 |
+
# Load model (FLUX.1-schnell)
|
| 13 |
+
pipe = DiffusionPipeline.from_pretrained(
|
| 14 |
+
"black-forest-labs/FLUX.1-schnell",
|
| 15 |
+
torch_dtype=dtype
|
| 16 |
+
).to(device)
|
| 17 |
+
|
| 18 |
+
MAX_SEED = np.iinfo(np.int32).max
|
| 19 |
+
MAX_IMAGE_SIZE = 2048
|
| 20 |
+
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| 21 |
+
@spaces.GPU()
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| 22 |
+
def generate_image(prompt, seed, randomize_seed, width, height, steps, guidance_scale):
|
| 23 |
+
if randomize_seed:
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| 24 |
+
seed = random.randint(0, MAX_SEED)
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| 25 |
+
generator = torch.Generator(device).manual_seed(seed)
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| 26 |
+
image = pipe(
|
| 27 |
+
prompt=prompt,
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| 28 |
+
width=width,
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| 29 |
+
height=height,
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| 30 |
+
num_inference_steps=steps,
|
| 31 |
+
generator=generator,
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| 32 |
+
guidance_scale=guidance_scale
|
| 33 |
+
).images[0]
|
| 34 |
+
return image, seed
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| 35 |
+
|
| 36 |
+
def set_prompt(example_text):
|
| 37 |
+
return example_text
|
| 38 |
+
|
| 39 |
+
# Updated example prompts per tab with richer details:
|
| 40 |
+
example_prompts = {
|
| 41 |
+
"Product Design": [
|
| 42 |
+
"""A sleek industrial design concept for a coffee machine:
|
| 43 |
+
- Curved metallic body with minimal bezel
|
| 44 |
+
- Touchscreen panel for settings
|
| 45 |
+
- Modern matte black finish
|
| 46 |
+
- Hand-drawn concept sketch style"""
|
| 47 |
+
],
|
| 48 |
+
"Mindmap": [
|
| 49 |
+
"""A handrawn colorful mind map diagram, educational style, vibrant colors, clear hierarchy, golden ratio layout.
|
| 50 |
+
KNOWLEDGE
|
| 51 |
+
├── ACQUISITION [Brain with Lightning ~60px]
|
| 52 |
+
│ ├── READING [Open Book with Glow]
|
| 53 |
+
│ ├── PRACTICE [Hands-on Tools]
|
| 54 |
+
│ └── OBSERVATION [Eye with Magnifier]
|
| 55 |
+
├── PROCESSING [Gear Network ~50px]
|
| 56 |
+
│ ├── ANALYSIS [Graph Trending Up]
|
| 57 |
+
│ └── SYNTHESIS [Puzzle Pieces]
|
| 58 |
+
├── RETENTION [Memory Chip ~45px]
|
| 59 |
+
│ ├── SHORT-TERM [Quick Flash]
|
| 60 |
+
│ └── LONG-TERM [Solid Archive]
|
| 61 |
+
└── APPLICATION
|
| 62 |
+
├── CREATION [Artist Palette]
|
| 63 |
+
└── INNOVATION [Lightbulb Constellation]"""
|
| 64 |
+
],
|
| 65 |
+
"Mockup": [
|
| 66 |
+
"""A clean hand-drawn style wireframe for a mobile banking app:
|
| 67 |
+
- Title screen with logo
|
| 68 |
+
- Login screen (username, password, login button)
|
| 69 |
+
- Dashboard with 3 main sections (balance, transactions, quick actions)
|
| 70 |
+
- Bottom navigation bar (home, transfers, profile)"""
|
| 71 |
+
],
|
| 72 |
+
"Infographic": [
|
| 73 |
+
"""A sophisticated flat-style infographic for a multinational corporation’s annual report:
|
| 74 |
+
- Title: "Global Renewable Energy Trends 2025"
|
| 75 |
+
- Subtitle: "Market Share and Growth Analysis"
|
| 76 |
+
- Visual Elements:
|
| 77 |
+
- Multi-segmented bar charts comparing Solar, Wind, and Hydro energy production across regions
|
| 78 |
+
- Pie chart displaying overall energy distribution: Solar (45%), Wind (30%), Hydro (25%)
|
| 79 |
+
- Trend lines indicating year-over-year growth
|
| 80 |
+
- Icons: Sleek, minimalist representations of a sun, wind turbine, and water droplet
|
| 81 |
+
- Layout: Clean, grid-based design with ample white space and pastel accents for a modern corporate look
|
| 82 |
+
- Annotations: Brief, impactful data callouts highlighting key performance indicators and future forecasts"""
|
| 83 |
+
],
|
| 84 |
+
"Diagram": [
|
| 85 |
+
"""A detailed hand-drawn diagram illustrating an end-to-end business workflow:
|
| 86 |
+
- Title: "Integrated Business Process Diagram"
|
| 87 |
+
- Components:
|
| 88 |
+
- Market Analysis: Research phase with data charts and competitor mapping
|
| 89 |
+
- Strategy Development: Ideation stage with brainstorming clouds and key focus areas
|
| 90 |
+
- Product Design: Concept sketches with iterative feedback loops
|
| 91 |
+
- Implementation: Process flow with timeline markers and resource allocation icons
|
| 92 |
+
- Post-Launch Review: Feedback, metrics, and continuous improvement cycles
|
| 93 |
+
- Visual Elements:
|
| 94 |
+
- Clear, directional arrows connecting each phase
|
| 95 |
+
- Iconography for each component (e.g., magnifying glass, lightbulb, gear, checklist)
|
| 96 |
+
- Style: Vibrant, educational yet professional, balancing detailed annotations with visual simplicity
|
| 97 |
+
- Layout: Structured with a clear hierarchy and color-coded sections to differentiate process stages"""
|
| 98 |
+
],
|
| 99 |
+
"Flowchart": [
|
| 100 |
+
"""A hand-drawn style flowchart, vibrant colors, minimalistic icons.
|
| 101 |
+
BUSINESS WORKFLOW
|
| 102 |
+
├── START [Green Button ~40px]
|
| 103 |
+
│ ├── COLLECT REQUIREMENTS [Folder Icon]
|
| 104 |
+
│ └── ANALYZE DATA [Chart Icon]
|
| 105 |
+
├── IMPLEMENTATION [Coding Symbol ~50px]
|
| 106 |
+
│ ├── FRONTEND [Browser Icon]
|
| 107 |
+
│ └── BACKEND [Server Icon]
|
| 108 |
+
├── TEST & INTEGRATION [Gear Icon ~45px]
|
| 109 |
+
└── DEPLOY
|
| 110 |
+
└── END [Checkered Flag ~40px]"""
|
| 111 |
+
]
|
| 112 |
+
}
|
| 113 |
+
|
| 114 |
+
# CSS style: fixed container width and preventing examples from expanding the layout
|
| 115 |
+
css = """
|
| 116 |
+
* {
|
| 117 |
+
box-sizing: border-box;
|
| 118 |
+
}
|
| 119 |
+
body {
|
| 120 |
+
background: linear-gradient(135deg, #667eea, #764ba2);
|
| 121 |
+
font-family: 'Helvetica Neue', Helvetica, Arial, sans-serif;
|
| 122 |
+
color: #333;
|
| 123 |
+
margin: 0;
|
| 124 |
+
padding: 0;
|
| 125 |
+
}
|
| 126 |
+
.gradio-container {
|
| 127 |
+
background: rgba(255, 255, 255, 0.95);
|
| 128 |
+
border-radius: 15px;
|
| 129 |
+
padding: 30px 40px;
|
| 130 |
+
box-shadow: 0 8px 30px rgba(0, 0, 0, 0.3);
|
| 131 |
+
margin: 40px auto;
|
| 132 |
+
width: 1200px;
|
| 133 |
+
}
|
| 134 |
+
.sidebar {
|
| 135 |
+
background: rgba(255, 255, 255, 0.98);
|
| 136 |
+
border-radius: 10px;
|
| 137 |
+
padding: 20px;
|
| 138 |
+
box-shadow: 0 4px 15px rgba(0, 0, 0, 0.2);
|
| 139 |
+
}
|
| 140 |
+
button, .btn {
|
| 141 |
+
background: linear-gradient(90deg, #ff8a00, #e52e71);
|
| 142 |
+
border: none;
|
| 143 |
+
color: #fff;
|
| 144 |
+
padding: 12px 24px;
|
| 145 |
+
text-transform: uppercase;
|
| 146 |
+
font-weight: bold;
|
| 147 |
+
letter-spacing: 1px;
|
| 148 |
+
border-radius: 5px;
|
| 149 |
+
cursor: pointer;
|
| 150 |
+
transition: transform 0.2s ease-in-out;
|
| 151 |
+
}
|
| 152 |
+
button:hover, .btn:hover {
|
| 153 |
+
transform: scale(1.05);
|
| 154 |
+
}
|
| 155 |
+
.example-accordion {
|
| 156 |
+
width: 100% !important;
|
| 157 |
+
max-width: 100% !important;
|
| 158 |
+
}
|
| 159 |
+
.example-accordion button {
|
| 160 |
+
width: auto !important;
|
| 161 |
+
white-space: normal !important;
|
| 162 |
+
}
|
| 163 |
+
"""
|
| 164 |
+
|
| 165 |
+
with gr.Blocks(css=css, title="Workflow Canvas") as demo:
|
| 166 |
+
gr.Markdown(
|
| 167 |
+
"""
|
| 168 |
+
<div style="text-align:center;">
|
| 169 |
+
<h1>Workflow Canvas</h1>
|
| 170 |
+
<p>Generate design concepts and workflow diagrams for your business needs using our multi-tab interface.</p>
|
| 171 |
+
<p><strong>community:</strong> <a href="https://discord.gg/openfreeai" target="_blank">https://discord.gg/openfreeai</a></p>
|
| 172 |
+
</div>
|
| 173 |
+
"""
|
| 174 |
+
)
|
| 175 |
+
gr.HTML(
|
| 176 |
+
"""<a href="https://visitorbadge.io/status?path=https%3A%2F%2Fginigen-Workflow-Canvas.hf.space">
|
| 177 |
+
<img src="https://api.visitorbadge.io/api/visitors?path=https%3A%2F%2Fginigen-Workflow-Canvas.hf.space&countColor=%23263759" alt="Visitor Badge"/>
|
| 178 |
+
</a>"""
|
| 179 |
+
)
|
| 180 |
+
|
| 181 |
+
with gr.Row():
|
| 182 |
+
# Left sidebar: Common generation parameters
|
| 183 |
+
with gr.Sidebar(label="Parameters", open=True):
|
| 184 |
+
gr.Markdown("### Generation Parameters")
|
| 185 |
+
seed_slider = gr.Slider(label="Seed", minimum=0, maximum=MAX_SEED, step=1, value=42)
|
| 186 |
+
randomize_seed = gr.Checkbox(label="Randomize Seed", value=True)
|
| 187 |
+
width_slider = gr.Slider(label="Width", minimum=256, maximum=MAX_IMAGE_SIZE, step=32, value=1024)
|
| 188 |
+
height_slider = gr.Slider(label="Height", minimum=256, maximum=MAX_IMAGE_SIZE, step=32, value=1024)
|
| 189 |
+
steps_slider = gr.Slider(label="Inference Steps", minimum=1, maximum=50, step=1, value=20)
|
| 190 |
+
guidance_slider = gr.Slider(label="Guidance Scale", minimum=0.0, maximum=15.0, step=0.5, value=7.5)
|
| 191 |
+
|
| 192 |
+
# Main area: Tabbed interface with updated tab order:
|
| 193 |
+
# 1: Product Design, 2: Mindmap, 3: Mockup, 4: Infographic, 5: Diagram, 6: Flowchart
|
| 194 |
+
with gr.Column(scale=8):
|
| 195 |
+
with gr.Tabs():
|
| 196 |
+
# Tab 1: Product Design
|
| 197 |
+
with gr.Tab("Product Design"):
|
| 198 |
+
pd_prompt = gr.Textbox(
|
| 199 |
+
label="Product Design Prompt",
|
| 200 |
+
placeholder="Enter a product design concept...",
|
| 201 |
+
lines=5,
|
| 202 |
+
value=example_prompts["Product Design"][0]
|
| 203 |
+
)
|
| 204 |
+
pd_generate = gr.Button("Generate Product Design")
|
| 205 |
+
pd_image = gr.Image(label="Generated Product Design", value="w1.webp")
|
| 206 |
+
with gr.Accordion("Example Prompts", open=True, elem_classes="example-accordion"):
|
| 207 |
+
for ex in example_prompts["Product Design"]:
|
| 208 |
+
gr.Button(ex, variant="secondary").click(fn=lambda ex=ex: set_prompt(ex), outputs=pd_prompt)
|
| 209 |
+
|
| 210 |
+
# Tab 2: Mindmap
|
| 211 |
+
with gr.Tab("Mindmap"):
|
| 212 |
+
mindmap_prompt = gr.Textbox(
|
| 213 |
+
label="Mindmap Prompt",
|
| 214 |
+
placeholder="Enter a mind map description...",
|
| 215 |
+
lines=5,
|
| 216 |
+
value=example_prompts["Mindmap"][0]
|
| 217 |
+
)
|
| 218 |
+
mindmap_generate = gr.Button("Generate Mindmap")
|
| 219 |
+
mindmap_image = gr.Image(label="Generated Mindmap", value="w6.webp")
|
| 220 |
+
with gr.Accordion("Example Prompts", open=True, elem_classes="example-accordion"):
|
| 221 |
+
for ex in example_prompts["Mindmap"]:
|
| 222 |
+
gr.Button(ex, variant="secondary").click(fn=lambda ex=ex: set_prompt(ex), outputs=mindmap_prompt)
|
| 223 |
+
|
| 224 |
+
# Tab 3: Mockup
|
| 225 |
+
with gr.Tab("Mockup"):
|
| 226 |
+
mock_prompt = gr.Textbox(
|
| 227 |
+
label="Mockup Prompt",
|
| 228 |
+
placeholder="Enter a mockup description...",
|
| 229 |
+
lines=5,
|
| 230 |
+
value=example_prompts["Mockup"][0]
|
| 231 |
+
)
|
| 232 |
+
mock_generate = gr.Button("Generate Mockup")
|
| 233 |
+
mock_image = gr.Image(label="Generated Mockup", value="w2.webp")
|
| 234 |
+
with gr.Accordion("Example Prompts", open=True, elem_classes="example-accordion"):
|
| 235 |
+
for ex in example_prompts["Mockup"]:
|
| 236 |
+
gr.Button(ex, variant="secondary").click(fn=lambda ex=ex: set_prompt(ex), outputs=mock_prompt)
|
| 237 |
+
|
| 238 |
+
# Tab 4: Infographic
|
| 239 |
+
with gr.Tab("Infographic"):
|
| 240 |
+
info_prompt = gr.Textbox(
|
| 241 |
+
label="Infographic Prompt",
|
| 242 |
+
placeholder="Enter an infographic description...",
|
| 243 |
+
lines=5,
|
| 244 |
+
value=example_prompts["Infographic"][0]
|
| 245 |
+
)
|
| 246 |
+
info_generate = gr.Button("Generate Infographic")
|
| 247 |
+
info_image = gr.Image(label="Generated Infographic", value="w3.webp")
|
| 248 |
+
with gr.Accordion("Example Prompts", open=True, elem_classes="example-accordion"):
|
| 249 |
+
for ex in example_prompts["Infographic"]:
|
| 250 |
+
gr.Button(ex, variant="secondary").click(fn=lambda ex=ex: set_prompt(ex), outputs=info_prompt)
|
| 251 |
+
|
| 252 |
+
# Tab 5: Diagram
|
| 253 |
+
with gr.Tab("Diagram"):
|
| 254 |
+
diag_prompt = gr.Textbox(
|
| 255 |
+
label="Diagram Prompt",
|
| 256 |
+
placeholder="Enter a diagram description...",
|
| 257 |
+
lines=5,
|
| 258 |
+
value=example_prompts["Diagram"][0]
|
| 259 |
+
)
|
| 260 |
+
diag_generate = gr.Button("Generate Diagram")
|
| 261 |
+
diag_image = gr.Image(label="Generated Diagram", value="w4.webp")
|
| 262 |
+
with gr.Accordion("Example Prompts", open=True, elem_classes="example-accordion"):
|
| 263 |
+
for ex in example_prompts["Diagram"]:
|
| 264 |
+
gr.Button(ex, variant="secondary").click(fn=lambda ex=ex: set_prompt(ex), outputs=diag_prompt)
|
| 265 |
+
|
| 266 |
+
# Tab 6: Flowchart
|
| 267 |
+
with gr.Tab("Flowchart"):
|
| 268 |
+
flow_prompt = gr.Textbox(
|
| 269 |
+
label="Flowchart Prompt",
|
| 270 |
+
placeholder="Enter a flowchart description...",
|
| 271 |
+
lines=5,
|
| 272 |
+
value=example_prompts["Flowchart"][0]
|
| 273 |
+
)
|
| 274 |
+
flow_generate = gr.Button("Generate Flowchart")
|
| 275 |
+
flow_image = gr.Image(label="Generated Flowchart", value="w5.webp")
|
| 276 |
+
with gr.Accordion("Example Prompts", open=True, elem_classes="example-accordion"):
|
| 277 |
+
for ex in example_prompts["Flowchart"]:
|
| 278 |
+
gr.Button(ex, variant="secondary").click(fn=lambda ex=ex: set_prompt(ex), outputs=flow_prompt)
|
| 279 |
+
|
| 280 |
+
# Bind events for generation buttons
|
| 281 |
+
pd_generate.click(
|
| 282 |
+
fn=generate_image,
|
| 283 |
+
inputs=[pd_prompt, seed_slider, randomize_seed, width_slider, height_slider, steps_slider, guidance_slider],
|
| 284 |
+
outputs=[pd_image, seed_slider]
|
| 285 |
+
)
|
| 286 |
+
|
| 287 |
+
mindmap_generate.click(
|
| 288 |
+
fn=generate_image,
|
| 289 |
+
inputs=[mindmap_prompt, seed_slider, randomize_seed, width_slider, height_slider, steps_slider, guidance_slider],
|
| 290 |
+
outputs=[mindmap_image, seed_slider]
|
| 291 |
+
)
|
| 292 |
+
|
| 293 |
+
mock_generate.click(
|
| 294 |
+
fn=generate_image,
|
| 295 |
+
inputs=[mock_prompt, seed_slider, randomize_seed, width_slider, height_slider, steps_slider, guidance_slider],
|
| 296 |
+
outputs=[mock_image, seed_slider]
|
| 297 |
+
)
|
| 298 |
+
|
| 299 |
+
info_generate.click(
|
| 300 |
+
fn=generate_image,
|
| 301 |
+
inputs=[info_prompt, seed_slider, randomize_seed, width_slider, height_slider, steps_slider, guidance_slider],
|
| 302 |
+
outputs=[info_image, seed_slider]
|
| 303 |
+
)
|
| 304 |
+
|
| 305 |
+
diag_generate.click(
|
| 306 |
+
fn=generate_image,
|
| 307 |
+
inputs=[diag_prompt, seed_slider, randomize_seed, width_slider, height_slider, steps_slider, guidance_slider],
|
| 308 |
+
outputs=[diag_image, seed_slider]
|
| 309 |
+
)
|
| 310 |
+
|
| 311 |
+
flow_generate.click(
|
| 312 |
+
fn=generate_image,
|
| 313 |
+
inputs=[flow_prompt, seed_slider, randomize_seed, width_slider, height_slider, steps_slider, guidance_slider],
|
| 314 |
+
outputs=[flow_image, seed_slider]
|
| 315 |
+
)
|
| 316 |
+
|
| 317 |
+
if __name__ == "__main__":
|
| 318 |
+
demo.queue()
|
| 319 |
+
demo.launch(
|
| 320 |
+
server_name="0.0.0.0",
|
| 321 |
+
server_port=7860,
|
| 322 |
+
share=False,
|
| 323 |
+
show_error=True,
|
| 324 |
+
debug=True
|
| 325 |
+
)
|