Upload app.py
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app.py
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import gradio as gr
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import torch
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from huggingface_hub import HfApi, login, whoami
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import os
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import sys
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import traceback
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from getpass import getpass
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# Force CPU usage if needed
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device = "cuda" if torch.cuda.is_available() else "cpu"
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print(f"Using device: {device}")
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# More details about the environment
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print(f"Gradio version: {gr.__version__}")
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print(f"Python version: {sys.version}")
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def validate_token(token):
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"""Validate a Hugging Face token by attempting to get user info."""
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try:
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login(token=token)
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user_info = whoami()
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print(f"Successfully logged in as: {user_info['name']} ({user_info.get('email', 'N/A')})")
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return True
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except Exception as e:
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print(f"Token validation error: {str(e)}")
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return False
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# Try to get token from environment variable
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hf_token = os.getenv("HUGGINGFACE_TOKEN")
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# If not found in environment variables, prompt for manual input
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if not hf_token:
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print("HUGGINGFACE_TOKEN not found in environment variables.")
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print("You can set it permanently with:")
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print(" export HUGGINGFACE_TOKEN=your_token_here # On Linux/macOS")
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print(" set HUGGINGFACE_TOKEN=your_token_here # On Windows")
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print("\nAlternatively, you can enter your token manually below:")
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try:
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hf_token = getpass("Enter your Hugging Face token (input will be hidden): ")
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except Exception as e:
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print(f"Error reading token: {str(e)}")
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print("Continuing without token...")
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# Validate token if available
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if hf_token:
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token_valid = validate_token(hf_token)
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if not token_valid:
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print("Warning: Token validation failed. Model loading may not work.")
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else:
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print("Warning: No Hugging Face token provided. Model loading may not work.")
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def load_model():
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try:
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print("Attempting to load model from Hugging Face Hub...")
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# Try direct Hub access first
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try:
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from huggingface_hub import snapshot_download
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print("Trying to access model directory...")
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model_path = snapshot_download(repo_id="goofyai/3d_render_style_xl", token=hf_token)
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print(f"Model downloaded to {model_path}")
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except Exception as e:
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print(f"Error downloading model: {str(e)}")
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# Try different approaches to load the model
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try:
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print("Using gr.load() method with explicit token...")
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interface = gr.load(
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"models/goofyai/3d_render_style_xl",
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hf_token=hf_token
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)
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return interface
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except Exception as e:
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print(f"Error with gr.load() using explicit token: {str(e)}")
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print(traceback.format_exc())
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# Try without specifying token (using the login from earlier)
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try:
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print("Using gr.load() without explicit token...")
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interface = gr.load("models/goofyai/3d_render_style_xl")
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return interface
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except Exception as e:
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print(f"Error with gr.load() without token: {str(e)}")
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print(traceback.format_exc())
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# Try old Interface.load as last resort
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print("Trying Interface.load() as fallback...")
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interface = gr.Interface.load("models/goofyai/3d_render_style_xl")
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return interface
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except Exception as e:
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print(f"Error loading model: {str(e)}")
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print(traceback.format_exc())
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return None
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# Create the interface
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try:
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interface = load_model()
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if interface:
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print("Model loaded successfully, launching interface...")
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interface.launch(
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share=False,
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server_name="0.0.0.0",
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server_port=7860,
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show_error=True
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)
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else:
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print("Failed to load the interface")
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except Exception as e:
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print(f"Error launching interface: {str(e)}")
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print(traceback.format_exc())
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