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from src.gradio_interface import demo | |
import modal | |
# Define the Modal image | |
image = ( | |
modal.Image.from_registry( | |
"nvidia/cuda:12.2.0-devel-ubuntu22.04", add_python="3.11" | |
) | |
.pip_install( | |
"ninja", | |
"packaging", | |
"wheel", | |
"diffusers", # For Stable Diffusion | |
"transformers", # For Hugging Face models | |
"torch>=2.0.1", # PyTorch with a minimum version | |
"accelerate", # For distributed training/inference | |
"gradio", # For the Gradio interface | |
"safetensors", # For safe model loading | |
"pillow", # For image processing | |
"datasets", # For datasets (if needed) | |
) | |
) | |
# Create a Modal app | |
app = modal.App("ctb-image-generator", image=image) | |
# Debug function to check installed packages | |
def check_dependencies(): | |
import importlib | |
packages = [ | |
"diffusers", # For Stable Diffusion | |
"transformers", # For Hugging Face models | |
"torch", # PyTorch | |
"accelerate", # For distributed training/inference | |
"gradio>=4.44.1", # For the Gradio interface (updated to latest version) | |
"safetensors", # For safe model loading | |
"pillow", # For image processing | |
] | |
for package in packages: | |
try: | |
module = importlib.import_module(package) | |
print(f"✅ {package} is installed. Version: {module.__version__}") | |
except ImportError: | |
print(f"❌ {package} is NOT installed.") | |
def main(): | |
print("🚀 Starting Modal app...") | |
with modal.enable_output(): | |
print("🔍 Running debug check...") | |
check_dependencies() | |
print("🎨 Launching Gradio interface...") | |
demo.launch() | |
with modal.enable_output(): | |
demo.launch() | |
if __name__ == "__main__": | |
main() |