A Python client for uploading and downloading models from SmolHub
Project description
SmolHub Download
A Python client library for uploading and downloading models from SmolHub.
Installation
pip install smolhub_download
Usage
from smolhub_download import SmolHubClient
# Initialize the client
client = SmolHubClient() # Default URL is http://localhost:5000
# Or specify a custom URL:
# client = SmolHubClient(base_url="https://your-smolhub-instance.com")
# Upload a model
result = client.upload_model(
model_path="path/to/your/model.pt",
name="my-model",
description="My awesome model" # Optional
)
print(f"Model uploaded: {result}")
# Download a model
model_path = client.download_model(
model_name="my-model",
output_path="downloaded_model.pt" # Optional
)
print(f"Model downloaded to: {model_path}")
# List available models
models = client.list_models()
for model in models:
print(f"Model: {model['name']}")
print(f"Description: {model.get('description', 'No description')}")
print(f"Size: {model['size']} bytes")
print("---")
Features
- Upload PyTorch models to SmolHub
- Download models from SmolHub
- List available models
- Support for model descriptions
- Progress tracking for large uploads/downloads
- Automatic file handling
Requirements
- Python >= 3.7
- requests >= 2.25.0
- torch >= 1.7.0
License
MIT License
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