huggingface-project

Upload model checkpoints and generate model cards on the Hugging Face Hub.

Updated Jul 12, 2024
One-click install
npx skills add https://github.com/ksopyla/MrCogito --skill huggingface-project
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: huggingface-project
Source: https://github.com/ksopyla/MrCogito/tree/main/.cursor/skills/huggingface-project
Command: npx skills add https://github.com/ksopyla/MrCogito --skill huggingface-project

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill streamlines the process of interacting with the Hugging Face Hub for model publishing, artifact inspection, and Hub-specific discovery, reducing manual effort and ensuring consistency.

Core Features & Use Cases

  • Model Uploads: Safely upload trained models to the Hugging Face Hub under the ksopyla namespace.
  • Model Card Generation: Automatically generates model cards for uploaded checkpoints.
  • Hub Discovery: Search the Hugging Face Hub for related models, datasets, and papers using MCP.
  • Use Case: After successfully training a new MrCogito model variant, use this Skill to upload the checkpoint, generate its model card, and verify its presence on the Hub.

Quick Start

Use the huggingface-project skill to upload the latest model from Cache/Training to the Hugging Face Hub.

Frequently Asked Questions about huggingface-project

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I upload model checkpoints to the Hugging Face Hub?

Upload model checkpoints to the Hugging Face Hub by authenticating your account and using this Skill to publish trained models under a predefined user namespace. It also generates associated model cards automatically.

Can I automatically generate model cards when publishing to Hugging Face?

Yes, you can automatically generate model cards when publishing to Hugging Face. The Skill creates model cards for uploaded checkpoints to ensure artifact consistency and reduce manual documentation effort.

How do I search the Hugging Face Hub for related models and datasets?

You can search the Hugging Face Hub for related models, datasets, and papers using the integrated MCP server. This Hub discovery feature performs targeted searches within the Hugging Face ecosystem.

Do I need Hugging Face authentication to publish model artifacts?

Yes, Hugging Face authentication is required to publish model artifacts. The Skill manages uploads and ensures checkpoints are published correctly under your predefined user namespace.

What is the best way to inspect machine learning artifacts on the Hugging Face Hub?

Inspect machine learning artifacts on the Hugging Face Hub by using this Skill to verify uploaded checkpoints and generate their associated model cards through the MCP server.

Are there limitations on which namespaces I can upload models to on the Hugging Face Hub?

A limitation is that model uploads are managed under a predefined user namespace. You must authenticate with Hugging Face and publish artifacts specifically within that configured namespace.