Reference

Create Collection

Create a new collection on Hugging Face to organize and group related models, datasets, spaces, or papers together. This helps you curate themed resources and make them easier to discover and share with your audience.

Check Dataset File Upload Method

Determine the optimal upload method for files before adding them to your Hugging Face dataset by checking whether files should use Large File Storage or direct upload based on size and repository configuration.

Check Dataset Validity

Verify whether a dataset on Hugging Face Hub is valid and determine which features like preview, search, and statistics are available for it. This helps ensure data quality before using or sharing datasets in your projects.

Create Datasets Branch

Creates a new branch in your Hugging Face dataset repository, allowing you to safely experiment with changes or maintain multiple versions of your data without affecting the main dataset.

Create Datasets Commit

Commits file changes to a Hugging Face dataset repository, allowing you to add, update, or delete files with support for large files. Use this to version control your training data and keep your datasets synchronized across your projects.

Create Datasets Tag

Mark specific versions of your Hugging Face datasets with named tags for easier identification and management. This helps you keep track of important dataset milestones and versions without manually managing revision numbers.

Delete dataset branch

Removes a branch from your Hugging Face dataset repository, allowing you to clean up experimental or outdated versions that are no longer needed.

Delete Dataset Tag

Remove a specific tag or version marker from a Hugging Face dataset repository to clean up outdated versions or incorrect labels.

Filter dataset rows

Filter and search specific rows in a Hugging Face dataset using simple query conditions to find relevant data subsets without downloading entire datasets.

Get Dataset Croissant Metadata

Retrieve structured metadata about a Hugging Face dataset in Croissant format, which provides standardized information about dataset contents, structure, and properties for machine learning projects.

Get Dataset First Rows

Preview the first 100 rows of a Hugging Face dataset to understand its structure, data types, and content before using it in your projects. This helps you quickly assess whether a dataset meets your needs without downloading the entire file.

Get Dataset Info

Retrieve comprehensive information about a Hugging Face dataset including its description, structure, splits, and metadata to understand what data is available before using it.

Get Dataset Repository Info

Retrieve comprehensive metadata and information about a Hugging Face dataset, including downloads, likes, tags, configurations, and dataset card content. This helps you understand dataset details, popularity, and structure before integrating it into your projects.

Get Dataset Rows

Retrieve specific rows from a Hugging Face dataset without downloading everything, allowing you to inspect data samples and validate dataset quality before using them in your projects.

Get Dataset Size

Retrieve the size metrics of a Hugging Face dataset, including the total number of rows and storage size in bytes, to help you plan resource allocation and storage needs.

Get Datasets Compare

View the differences between two versions of a Hugging Face dataset to understand what data, files, or metadata have changed between commits or revisions.

Get Datasets JWT

Generates a JWT token for authenticated access to Hugging Face dataset repositories, enabling you to programmatically interact with private or restricted datasets with optional write permissions and custom expiration settings.

Change Discussion Status

Update the status of discussions in your Hugging Face repository to open, close, or manage conversation threads on your models, datasets, or spaces. This helps you control which discussions are active and organize community feedback.

Create Discussion

Start a new discussion on a Hugging Face repository to ask questions, report issues, or collaborate with the community on models, datasets, or Spaces.

Create Discussion Comment

Add comments or replies to discussions on Hugging Face models, datasets, or spaces to engage with the community and respond to feedback.

Delete discussion

Permanently removes a discussion from your Hugging Face repository, helping you keep your project space clean and organized by eliminating outdated or resolved conversations.

Pin discussion

Highlight important discussions in your Hugging Face repository by pinning them to the top, making them visible to collaborators and visitors without scrolling.

Generate Text Embeddings

Converts text into numerical vectors that capture semantic meaning, enabling you to find similar content, compare documents, and power intelligent search features without building ML models from scratch.

Generate Chat Completion

Creates intelligent conversational responses based on a series of messages, supporting both text and image-based models for dynamic interactions. Perfect for building chatbots, customer support systems, and interactive applications that need contextual understanding.

Check Models Upload Method

Determines whether files should be uploaded using the Large File mechanism or direct upload when preparing to store files in a Hugging Face model repository. This helps you choose the most efficient upload method before transferring your files.

Create models branch

Create a new branch in your Hugging Face model repository to experiment with changes, maintain different versions, or work on features independently without affecting the main model.

Create Models Commit

Save and version control updates to your model repository on Hugging Face, including adding new files, modifying existing ones, or removing outdated content. This keeps your AI models organized and allows you to track changes over time.

Create Models Tag

Create named tags on your Hugging Face model repositories to mark specific versions or milestones for easy identification and tracking. This helps you organize model iterations and make important versions quickly discoverable for your team or users.

Delete notifications

Remove unwanted notifications from your Hugging Face account by deleting specific discussions or bulk-clearing filtered notifications to reduce clutter.

Claim Paper Authorship

Establish yourself as an author of an ArXiv paper on your Hugging Face profile to gain proper credit and visibility for your research work. This helps build your academic reputation and makes your contributions discoverable to others in the community.

Create Paper Comment

Add comments or feedback directly to research papers on Hugging Face, enabling you to engage with the research community and discuss findings with other researchers.

Create Papers Comment Reply

Reply to comments on Hugging Face papers to engage in academic discussions and share feedback with the research community.

Create Papers Index

Index a research paper from arXiv on Hugging Face to make it searchable and discoverable within the platform, enabling better visibility for your academic work or research projects.

Get Daily Papers

Fetches the latest AI and machine learning research papers shared daily on Hugging Face, helping you stay informed about cutting-edge developments in your field.

Create Repository

Create a new repository on Hugging Face Hub to store and share machine learning models, datasets, or interactive Space applications. This sets up the foundation for publishing your AI work to a global audience of developers and researchers.

Request Repository Access

Request access to restricted models, datasets, or Spaces on Hugging Face Hub when you need to use resources that require approval from the repository owner.

Delete network CIDR list

Removes a network CIDR list entry from your Hugging Face Inference Endpoints configuration, allowing you to update which IP ranges can access your endpoints.

Check Spaces Upload Method

Determines whether files should be uploaded using the Large File mechanism or direct upload when pushing files to a Hugging Face Space, ensuring optimal upload performance based on file size and type.

Create or update Space secret

Securely store and manage sensitive configuration values like API keys, tokens, and credentials in your Hugging Face Space without exposing them in code. This operation creates a new secret or updates an existing one, ensuring your sensitive data remains protected.

Create or update Space variable

Create or update environment variables and configuration values in your Hugging Face Spaces to manage application settings dynamically. This is useful when you need to store API keys, secrets, or configuration parameters that your Space needs to function.

Create spaces branch

Creates a new branch in your Hugging Face space repository, allowing you to develop and test changes independently without affecting your production space.

Create Spaces Commit

Creates a commit in a Hugging Face Space repository to add, update, or delete files within your Space project. This allows you to version control and modify your Space's codebase and assets directly through automation.

Create Spaces Tag

Mark important versions or milestones of your Hugging Face Space with named tags for easy reference and organization. This helps you track different releases, experiments, or stable versions of your AI models and applications.

Delete space branch

Remove unused branches from your Hugging Face space repository to keep your project organized and reduce clutter. This permanently deletes the specified branch from your space.

Delete space secret

Remove sensitive credentials or configuration values from your Hugging Face space when they're no longer needed or have been compromised. This permanently deletes the secret from your space's environment variables.

Delete space variable

Permanently removes configuration values or environment variables from your Hugging Face space when they're no longer needed.

Delete Spaces Tag

Remove a specific tag from your Hugging Face space to clean up version history or correct labeling mistakes. This helps you maintain an organized repository and control which versions are publicly accessible.

Create SQL Console Embed

Creates a shareable SQL query interface that lets others explore and analyze your Hugging Face datasets without needing direct platform access. This embeddable tool enables interactive data exploration through SQL queries across different dataset splits.

Create Webhook

Set up automated notifications for repository or discussion events on Hugging Face by creating a webhook that sends real-time alerts when changes occur to your models, datasets, or spaces.

Delete Settings Webhook

Remove a webhook configuration from your Hugging Face account when you no longer need event notifications or want to stop sending data to an external service.

Enable or Disable Webhook

Tool to enable or disable a webhook on Hugging Face.

Get Authenticated User Info

Tool to get information about the authenticated Hugging Face user including username, email, organizations, and token details.

Get Available Job Hardware

Tool to retrieve available hardware configurations for Hugging Face Jobs with their specifications and pricing.

Get Billing Usage V2

Tool to retrieve user billing usage for a custom date range from Hugging Face.

Get Dataset Notebook URL

Tool to get a Jupyter notebook URL from a Hugging Face dataset repository.

Get dataset repository size

Tool to get the total size of a Hugging Face dataset repository at a specific revision and path.

Get Dataset Security Scan

Tool to retrieve the security scan status of a Hugging Face dataset repository.

Get Dataset Statistics

Tool to get comprehensive statistics about a dataset split including column statistics and data distribution information.

Get Dataset Tags by Type

Tool to retrieve all possible tags used for datasets on Hugging Face, grouped by tag type.

Get Datasets Leaderboard

Tool to retrieve evaluation results ranked by score for a dataset's leaderboard.

Get Datasets Resolve

Tool to resolve and download a file from a Hugging Face dataset repository.

Get Datasets XET Read Token

Tool to get a read short-lived access token for XET from Hugging Face datasets.

Get Discussion Details

Tool to get detailed information about a specific discussion or pull request on Hugging Face Hub.

Get Jobs Usage

Tool to retrieve Jobs usage and billing information for the current subscription period from Hugging Face.

Get Live Billing Usage

Tool to retrieve live billing usage stream from Hugging Face.

Get MCP Settings

Tool to retrieve MCP (Model Context Protocol) tools configuration for the authenticated user.

Get Model Information

Tool to retrieve detailed information about a Hugging Face model repository.

Get model repository size

Tool to get the total size of a Hugging Face model repository at a specific revision and path.

Get Model Security Scan Status

Tool to retrieve the security scan status of a Hugging Face model repository.

Get Model Tags By Type

Tool to retrieve all possible tags used for Hugging Face models, grouped by tag type.

Get Model XET Read Token

Tool to retrieve a short-lived XET read access token for a Hugging Face model repository.

Get Models Compare

Tool to compare two revisions of a Hugging Face model repository.

Get Models JWT

Tool to generate a JWT token for accessing a Hugging Face model repository.

Get Models Notebook

Tool to retrieve a Jupyter notebook URL from a Hugging Face model repository.

Get Organization Avatar

Tool to retrieve the avatar URL for a Hugging Face organization.

Get Organization Members

Tool to retrieve a list of members for a Hugging Face organization.

Get Organization Social Handles

Tool to retrieve an organization's social media handles from Hugging Face.

Get Resolve

Tool to resolve a file in a Hugging Face repository.

Get Resolve Cache Datasets

Tool to resolve a file from cache in a Hugging Face dataset repository.

Get Resolve Cache Models

Tool to resolve and retrieve files from the Hugging Face model cache.

Get Resolve Cache Spaces

Tool to resolve and retrieve a file from Hugging Face Spaces cache.

Get Settings Webhook

Tool to retrieve a specific webhook configuration from Hugging Face settings.

Get Space Info

Tool to retrieve detailed information about a Hugging Face Space repository.

Get Space Metrics

Tool to get live metrics for a specific Space in a streaming fashion, with SSE protocol, such as current Zero-GPU usage.

Get space repository size

Tool to get the total size of a Hugging Face space repository at a specific revision and path.

Get Space Security Scan Status

Tool to retrieve the security scan status of a Hugging Face space repository.

Get Space XET Read Token

Tool to retrieve a short-lived XET read access token for a Hugging Face Space repository.

Get Spaces Compare

Tool to compare two revisions of a Hugging Face Space repository.

Get Spaces Events

Tool to stream status updates for a Hugging Face Space using SSE protocol.

Get Spaces JWT

Tool to generate a JWT token for accessing a Hugging Face space repository.

Get Spaces Notebook

Tool to retrieve a Jupyter notebook URL from a Hugging Face space repository.

Get Spaces Resolve

Tool to resolve and retrieve a file from a Hugging Face Space repository.

Get Spaces XET Write Token

Tool to retrieve a short-lived XET write access token for a Hugging Face space repository.

Get Trending Repositories

Tool to retrieve trending repositories from Hugging Face.

Get User Avatar

Tool to retrieve the avatar URL for a Hugging Face user.

Get User Overview

Tool to retrieve a comprehensive overview of a Hugging Face user's profile.

Get User Social Handles

Tool to retrieve a user's social media handles from Hugging Face.

Handle Dataset User Access Request

Tool to handle a user's access request to a gated Hugging Face dataset.

List Available Documentation

Tool to retrieve the list of available documentation from Hugging Face.

List Available Space Hardware

Tool to retrieve available hardware configurations for Hugging Face Spaces with their specifications and pricing.

List Cloud Provider Vendors

Tool to list available cloud provider vendors for Hugging Face Inference Endpoints.

List Collections

Tool to list collections on the Hugging Face Hub.

List Dataset Access Requests

Tool to list access requests for a gated Hugging Face dataset repository.

List Dataset Commits

Tool to list commits from a Hugging Face dataset repository.

List Dataset Parquet Files

Tool to get the list of Parquet files for a dataset.

List Dataset Paths Info

Tool to list detailed information about specific paths in a Hugging Face dataset repository.

List Dataset References

Tool to list all references (branches, tags, converts, pull requests) in a Hugging Face dataset repository.

List Dataset Splits

Tool to get the list of subsets and splits of a dataset.

List Datasets

Tool to list datasets on the Hugging Face Hub.

List Discussions

Tool to list discussions for a Hugging Face repository.

List Inference Endpoints

Tool to list Hugging Face Inference Endpoints for a specific user or organization.

List Model Commits

Tool to list commits from a Hugging Face model repository.

List Model Paths Info

Tool to list detailed information about specific paths in a Hugging Face model repository.

List Model References

Tool to list all references (branches, tags, converts, and optionally pull requests) in a Hugging Face model repository.

List Notifications

Tool to list notifications for the authenticated Hugging Face user.

List repository files

Tool to get the file tree of a Hugging Face repository with pagination support.

List Space Commits

Tool to list commits from a Hugging Face Space repository.

List Space LFS Files

Tool to list LFS (Large File Storage) files from a Hugging Face Space repository.

List Space Paths Info

Tool to list detailed information about specific paths in a Hugging Face space repository.

List Space References

Tool to list all references (branches, tags, converts, pull requests) in a Hugging Face space repository.

List Spaces on Hugging Face Hub

Tool to list Spaces on the Hugging Face Hub with filtering options.

List Webhooks

Tool to list all webhooks configured in Hugging Face settings.

Search dataset

Tool to search text in a dataset split on Hugging Face.

Search Documentation

Tool to search Hugging Face documentation across all products and libraries.

Search Papers

Tool to perform hybrid semantic/full-text search on papers in Hugging Face.

Squash Dataset Commits

Tool to squash all commits in a dataset ref into a single commit with the given message.

Squash Spaces Commits

Tool to squash all commits in a space ref into a single commit with the given message.

Update Dataset Settings

Tool to update settings for a Hugging Face dataset repository.

Update Discussion Title

Tool to change the title of an existing discussion on a Hugging Face repository (model, dataset, or Space).

Update Model Repository Settings

Tool to update settings for a Hugging Face model repository.

Update Notification Settings

Tool to update notification settings for the authenticated Hugging Face user.

Update Spaces Repository Settings

Tool to update settings for a Hugging Face Spaces repository.

Update SQL Console Embed

Tool to update an existing SQL console embed for a Hugging Face dataset.

Update Watch Settings

Tool to update watch settings for your Hugging Face account.

Update Webhook

Tool to update an existing webhook in Hugging Face settings.