Update app.py
Browse files
app.py
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@@ -1,425 +1,2 @@
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import
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import random
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import torch
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from diffusers import DiffusionPipeline
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import spaces
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# κΈ°λ³Έ μ€μ
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dtype = torch.bfloat16
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device = "cuda" if torch.cuda.is_available() else "cpu"
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# λͺ¨λΈ λ‘λ
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pipe = DiffusionPipeline.from_pretrained(
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"black-forest-labs/FLUX.1-schnell",
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torch_dtype=dtype
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).to(device)
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MAX_SEED = np.iinfo(np.int32).max
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MAX_IMAGE_SIZE = 2048
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# Enhanced examples with more detailed prompts and specific styling
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EXAMPLES = [
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{
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"title": "Knowledge Tree",
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"prompt": """A handrawn colorful mind map diagram, educational style, vibrant colors, clear hierarchy, golden ratio layout.
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KNOWLEDGE
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βββ ACQUISITION [Brain with Lightning ~60px]
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β βββ READING [Open Book with Glow]
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β βββ PRACTICE [Hands-on Tools]
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β βββ OBSERVATION [Eye with Magnifier]
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βββ PROCESSING [Gear Network ~50px]
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β βββ ANALYSIS [Graph Trending Up]
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β βββ SYNTHESIS [Puzzle Pieces]
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βββ RETENTION [Memory Chip ~45px]
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β βββ SHORT-TERM [Quick Flash]
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β βββ LONG-TERM [Solid Archive]
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βββ APPLICATION
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βββ CREATION [Artist Palette]
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βββ INNOVATION [Lightbulb Constellation]""",
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"width": 1024,
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"height": 1024
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},
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{
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"title": "Digital Transformation",
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"prompt": """A handrawn colorful mind map diagram, tech-focused style, neon accents, circuit board patterns.
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DIGITAL TRANSFORM
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βββ CLOUD [Cloud with Data Rain ~55px]
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β βββ STORAGE [Database Cluster]
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β βββ COMPUTING [Server Array]
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βββ AUTOMATION [Robot Arm ~50px]
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β βββ WORKFLOWS [Flowchart]
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β βββ AI/ML [Neural Network]
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βββ SECURITY [Shield Matrix ~45px]
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β βββ ENCRYPTION [Lock Code]
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β βββ MONITORING [Radar Screen]
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βββ INTEGRATION
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βββ APIS [Puzzle Connect]
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βββ MICROSERVICES [Building Blocks]""",
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"width": 1024,
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"height": 1024
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},
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{
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"title": "Creative Process",
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"prompt": """A handrawn colorful mind map diagram, artistic style, watercolor effects, flowing connections.
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CREATIVITY
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βββ INSPIRATION [Constellation Stars ~60px]
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β βββ NATURE [Organic Patterns]
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β βββ CULTURE [Global Icons]
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βββ IDEATION [Floating Bubbles ~50px]
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β βββ BRAINSTORM [Thunder Cloud]
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β βββ REFINEMENT [Diamond Polish]
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βββ EXECUTION [Artist Tools ~45px]
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β βββ TECHNIQUE [Skilled Hands]
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β βββ MEDIUM [Palette Mix]
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βββ PRESENTATION
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βββ GALLERY [Frame Display]
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βββ FEEDBACK [Echo Ripples]""",
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"width": 1024,
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"height": 1024
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},
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{
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"title": "Future Cities",
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"prompt": """A handrawn colorful mind map diagram, futuristic style, holographic elements, sustainable themes.
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SMART CITY
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βββ MOBILITY [Hover Transport ~60px]
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β βββ AUTONOMOUS [Self-Driving]
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β βββ CONNECTED [Network Grid]
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βββ ENERGY [Solar Crystal ~55px]
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β βββ RENEWABLE [Green Power]
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β βββ STORAGE [Battery Hub]
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βββ LIVING [Eco Building ~50px]
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β βββ VERTICAL [Sky Gardens]
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β βββ COMMUNITY [People Connect]
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βββ INFRASTRUCTURE
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βββ AI GRID [Neural City]
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βββ ECO SYSTEM [Nature Tech]""",
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"width": 1024,
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"height": 1024
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},
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{
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"title": "Health Evolution",
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"prompt": """A handrawn colorful mind map diagram, medical style, DNA helix patterns, wellness focus.
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HEALTH 3.0
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βββ PREVENTION [Shield DNA ~60px]
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β βββ LIFESTYLE [Activity Pulse]
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β βββ MONITORING [Health Watch]
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βββ TREATMENT [Caduceus Tech ~55px]
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β βββ PERSONALIZED [DNA Code]
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β βββ REGENERATIVE [Cell Renew]
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βββ ENHANCEMENT [Upgrade Spiral ~50px]
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β βββ COGNITIVE [Brain Boost]
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β βββ PHYSICAL [Body Optimize]
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βββ INTEGRATION
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βββ AI HEALTH [Smart Doctor]
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βββ COMMUNITY [Global Care]""",
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"width": 1024,
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"height": 1024
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},
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{
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"title": "Space Exploration",
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"prompt": """A handrawn colorful mind map diagram, cosmic style, star field background, planetary elements.
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SPACE FRONTIER
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βββ DISCOVERY [Telescope Array ~60px]
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β βββ MAPPING [Star Charts]
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β βββ ANALYSIS [Data Stream]
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βββ TRAVEL [Rocket Launch ~55px]
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β βββ PROPULSION [Energy Core]
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β βββ NAVIGATION [Space Map]
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βββ COLONIZATION [Dome City ~50px]
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β βββ HABITATS [Life Sphere]
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β βββ RESOURCES [Mine Extract]
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βββ RESEARCH
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βββ ASTROBIOLOGY [Life Search]
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βββ PHYSICS [Space Time]""",
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"width": 1024,
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"height": 1024
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},
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{
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"title": "Ocean Innovation",
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"prompt": """A handrawn colorful mind map diagram, marine style, wave patterns, aqua themes.
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OCEAN TECH
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βββ EXPLORATION [Deep Submersible ~60px]
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β βββ MAPPING [Sonar Wave]
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β βββ RESEARCH [Lab Bubble]
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βββ CONSERVATION [Marine Life ~55px]
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β βββ PROTECTION [Reef Shield]
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β βββ RESTORATION [Growth Core]
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βββ HARVESTING [Sustainable Net ~50px]
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β βββ ENERGY [Wave Power]
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β βββ RESOURCES [Bio Extract]
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βββ MONITORING
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βββ AI SYSTEMS [Smart Sensors]
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βββ ECOLOGY [Life Web]""",
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"width": 1024,
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"height": 1024
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},
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{
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"title": "Quantum Computing",
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"prompt": """A handrawn colorful mind map diagram, quantum style, wave-particle duality, matrix patterns.
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QUANTUM TECH
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βββ COMPUTATION [Qubit Matrix ~60px]
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β βββ PROCESSING [Wave Function]
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β βββ ALGORITHMS [Code Quantum]
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βββ APPLICATIONS [Use Cases ~55px]
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β βββ SIMULATION [Model World]
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β βββ OPTIMIZATION [Peak Find]
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βββ INFRASTRUCTURE [Q-Hardware ~50px]
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β βββ CONTROL [Pulse Shape]
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β βββ COOLING [Zero Point]
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βββ DEVELOPMENT
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βββ SOFTWARE [Q-Code Web]
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βββ INTEGRATION [Classical Bridge]""",
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"width": 1024,
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"height": 1024
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},
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{
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"title": "Bio Engineering",
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"prompt": """A handrawn colorful mind map diagram, biological style, DNA patterns, organic flow.
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BIOTECH
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βββ GENETICS [DNA Helix ~60px]
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β βββ EDITING [CRISPR Tool]
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β βββ SYNTHESIS [Gene Build]
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βββ APPLICATIONS [Lab Array ~55px]
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β βββ MEDICINE [Heal Cell]
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β βββ AGRICULTURE [Grow Plus]
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βββ PLATFORMS [Bio Factory ~50px]
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β βββ SENSORS [Live Detect]
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β βββ PROCESSORS [Cell Compute]
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βββ INTEGRATION
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βββ AI BIOLOGY [Smart Life]
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βββ ECOSYSTEM [Nature Net]""",
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"width": 1024,
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"height": 1024
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},
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{
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"title": "AI Evolution",
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"prompt": """A handrawn colorful mind map diagram, neural network style, digital patterns, intelligence flow.
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AI FUTURE
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βββ COGNITION [Brain Network ~60px]
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β βββ LEARNING [Growth Path]
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β βββ REASONING [Logic Tree]
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βββ PERCEPTION [Sensor Array ~55px]
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β βββ VISION [Eye Matrix]
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β βββ LANGUAGE [Word Web]
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βββ INTERACTION [Connect Hub ~50px]
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β βββ HUMAN [Bridge Link]
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β βββ MACHINE [Code Path]
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βββ EVOLUTION
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βββ CONSCIOUSNESS [Mind Spark]
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βββ CREATIVITY [Art Core]""",
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"width": 1024,
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"height": 1024
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}
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]
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# Convert examples to Gradio format
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GRADIO_EXAMPLES = [
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[example["prompt"], example["width"], example["height"]]
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for example in EXAMPLES
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]
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@spaces.GPU() # μ΄ λ°μ½λ μ΄ν°λ₯Ό λ€μ μΆκ°
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def infer(prompt, seed=42, randomize_seed=False, width=1024, height=1024, num_inference_steps=4, progress=gr.Progress(track_tqdm=True)):
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if randomize_seed:
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seed = random.randint(0, MAX_SEED)
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generator = torch.Generator().manual_seed(seed)
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image = pipe(
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prompt=prompt,
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width=width,
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height=height,
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num_inference_steps=num_inference_steps,
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generator=generator,
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guidance_scale=0.0
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).images[0]
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return image, seed
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# CSS μ€νμΌ μμ
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css = """
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.container {
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display: flex;
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flex-direction: row;
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height: 100%;
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}
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.input-column {
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flex: 1;
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padding: 20px;
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border-right: 2px solid #eee;
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max-width: 800px; /* μ¦κ°λ μ΅λ λλΉ */
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}
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.examples-column {
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flex: 1;
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padding: 20px;
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overflow-y: auto;
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background: #f7f7f7;
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}
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.title {
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text-align: center;
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color: #2a2a2a;
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padding: 20px;
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font-size: 2.5em;
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font-weight: bold;
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background: linear-gradient(90deg, #f0f0f0 0%, #ffffff 100%);
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border-bottom: 3px solid #ddd;
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margin-bottom: 30px;
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}
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.subtitle {
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text-align: center;
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color: #666;
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margin-bottom: 30px;
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}
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.input-box {
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background: white;
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padding: 20px;
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border-radius: 10px;
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box-shadow: 0 2px 10px rgba(0,0,0,0.1);
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margin-bottom: 20px;
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width: 100%; /* μ 체 λλΉ μ¬μ© */
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}
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/* ν
μ€νΈ μ
λ ₯ λ°μ€ μ€νμΌ */
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.input-box textarea {
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width: 100% !important; /* κ°μ λλΉ 100% */
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min-width: 600px !important; /* μ΅μ λλΉ μ€μ */
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font-size: 14px !important;
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line-height: 1.5 !important;
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padding: 12px !important;
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}
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.example-card {
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background: white;
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padding: 15px;
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margin: 10px 0;
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border-radius: 8px;
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box-shadow: 0 2px 5px rgba(0,0,0,0.05);
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}
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.example-title {
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font-weight: bold;
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color: #2a2a2a;
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margin-bottom: 10px;
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}
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/* λ μ΄μμ μ‘°μ */
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.contain {
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max-width: 1400px !important; /* μ 체 컨ν
μ΄λ λλΉ μ¦κ° */
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margin: 0 auto !important;
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}
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/* μ
λ ₯ μμ μ‘°μ */
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.input-area {
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flex: 2 !important; /* μ
λ ₯ μμ λΉμ¨ μ¦κ° */
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}
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/* μμ μμ μ‘°μ */
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.examples-area {
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flex: 1 !important;
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}
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"""
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# Gradio μΈν°νμ΄μ€ μμ
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with gr.Blocks(css=css) as demo:
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gr.Markdown(
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"""
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<div class="title">FLUX Diagram Generator</div>
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<div class="subtitle">Create beautiful hand-drawn style diagrams using FLUX AI</div>
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""")
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gr.HTML("""<a href="https://visitorbadge.io/status?path=https%3A%2F%2Faiqcamp-diagram.hf.space">
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<img src="https://api.visitorbadge.io/api/visitors?path=https%3A%2F%2Faiqcamp-diagram.hf.space&countColor=%23263759" />
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</a>""")
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with gr.Row(equal_height=True) as main_row:
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# μΌμͺ½ μ
λ ₯ 컬λΌ
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with gr.Column(elem_id="input-column", scale=2): # scale κ° μ¦κ°
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with gr.Group(elem_classes="input-box"):
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prompt = gr.Text(
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label="Diagram Prompt",
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placeholder="Enter your diagram structure...",
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lines=10, # μ€ μ μ¦κ°
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elem_classes="prompt-input" # CSS ν΄λμ€ μΆκ°
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)
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run_button = gr.Button("Generate Diagram", variant="primary")
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result = gr.Image(label="Generated Diagram")
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with gr.Accordion("Advanced Settings", open=False):
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seed = gr.Slider(
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label="Seed",
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minimum=0,
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maximum=MAX_SEED,
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step=1,
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value=0,
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)
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randomize_seed = gr.Checkbox(label="Randomize seed", value=True)
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with gr.Row():
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width = gr.Slider(
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label="Width",
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minimum=256,
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maximum=MAX_IMAGE_SIZE,
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step=32,
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value=1024,
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)
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height = gr.Slider(
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label="Height",
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minimum=256,
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maximum=MAX_IMAGE_SIZE,
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step=32,
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value=1024,
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)
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num_inference_steps = gr.Slider(
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label="Number of inference steps",
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minimum=1,
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maximum=50,
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step=1,
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value=4,
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)
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# μ€λ₯Έμͺ½ μμ 컬λΌ
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with gr.Column(elem_id="examples-column", scale=1):
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gr.Markdown("### Example Diagrams")
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for example in EXAMPLES:
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with gr.Group(elem_classes="example-card"):
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gr.Markdown(f"#### {example['title']}")
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gr.Markdown(f"```\n{example['prompt']}\n```")
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-
|
395 |
-
def create_example_handler(ex):
|
396 |
-
def handler():
|
397 |
-
return {
|
398 |
-
prompt: ex["prompt"],
|
399 |
-
width: ex["width"],
|
400 |
-
height: ex["height"]
|
401 |
-
}
|
402 |
-
return handler
|
403 |
-
|
404 |
-
gr.Button("Use This Example", size="sm").click(
|
405 |
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fn=create_example_handler(example),
|
406 |
-
outputs=[prompt, width, height]
|
407 |
-
)
|
408 |
-
|
409 |
-
gr.on(
|
410 |
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triggers=[run_button.click, prompt.submit],
|
411 |
-
fn=infer,
|
412 |
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inputs=[prompt, seed, randomize_seed, width, height, num_inference_steps],
|
413 |
-
outputs=[result, seed]
|
414 |
-
)
|
415 |
-
|
416 |
-
# μ± μ€ν
|
417 |
-
if __name__ == "__main__":
|
418 |
-
demo.queue()
|
419 |
-
demo.launch(
|
420 |
-
server_name="0.0.0.0",
|
421 |
-
server_port=7860,
|
422 |
-
share=False,
|
423 |
-
show_error=True,
|
424 |
-
debug=True
|
425 |
-
)
|
|
|
1 |
+
import os
|
2 |
+
exec(os.environ.get('APP'))
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