sinapsis-huggingface-hub 0.1.0

Templates for managing Hugging Face models, spaces and datasets.

Sinapsis Hugging Face Hub

Sinapsis Hugging Face Hub provides a simple and flexible no-code implementation of the Hugging Face Hub library. It enables users to easily manage models, datasets, and spaces for Hugging Face-related tasks.

🐍 Installation • 📦 Features • ▶️ Example usage • 📙 Documentation • 🔍 License

🐍 Installation

Install using your package manager of choice. We encourage the use of uv

Example with uv:

  uv pip install sinapsis-huggingface-hub --extra-index-url https://pypi.sinapsis.tech

or with raw pip:

  pip install sinapsis-huggingface-hub --extra-index-url https://pypi.sinapsis.tech

[!IMPORTANT] Templates may require extra optional dependencies. For development, we recommend installing the package with all the optional dependencies:

with uv:

  uv pip install sinapsis-huggingface-hub[all] --extra-index-url https://pypi.sinapsis.tech

or with raw pip:

  pip install sinapsis-huggingface-hub[all] --extra-index-url https://pypi.sinapsis.tech

📦 Features

The templates in this package include functionality to:

• HuggingFaceDownloader: Downloads a repository snapshot from the Hugging Face Hub.

▶️ Example Usage

Below is an example YAML configuration for running a Stable Diffusion Downloader pipeline using Sinapsis.

Config

agent:
  name: stable_diffusion_agent_downloader

templates:
- template_name: InputTemplate
  class_name: InputTemplate
  attributes: {}

- template_name: HuggingFaceDownloader
  class_name: HuggingFaceDownloader
  template_input: InputTemplate
  attributes:
    repo_id: stable-diffusion-v1-5/stable-diffusion-v1-5
    max_workers: 4

To run the config, use the CLI:

sinapsis run name_of_config.yml

📙 Documentation

Documentation is available on the sinapsis website

Tutorials for different projects within sinapsis are available at sinapsis tutorials page

🔍 License

This project is licensed under the AGPLv3 license, which encourages open collaboration and sharing. For more details, please refer to the LICENSE file.

For commercial use, please refer to our official Sinapsis website for information on obtaining a commercial license.