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Hugging Face Hub API

Try for free

Access the Hugging Face Hub API to search & discover models, datasets & spaces. Search Models: Find ML models by name, task or library Search Datasets: Discover datasets for training & evaluation Search Spaces: Explore ML applications Get Metadata: Retrieve detailed repo information

Pricing

from $0.01 / 1,000 results

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The Howlers

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Hugging Face Hub

Hugging Face Hub API - search models, datasets, spaces, manage collections, and access repository metadata.

BYOK (Bring Your Own Key) -- you provide your own API credentials.

Before You Start

This actor requires your own API credentials to fetch real data.

Where to get your key: Your Hugging Face API token (optional for public data)

Demo Mode is off by default, so runs fetch real data. Set demoMode to true to get free sample data that shows the output format, no key needed.

Quick Start

Test with Demo Mode (free, no API key needed)

{
  "demoMode": true
}

Run with real data

{
  "demoMode": false,
  "task": "search_models",
  "apiToken": "YOUR_API_KEY_HERE",
  "sort": "downloads",
  "direction": "desc",
  "limit": 20,
  "includeCardData": false
}

Input Parameters

Parameter	Type	Default	Required	Description
`task`	string	`"search_models"`	Yes*	The Hub operation to perform
`apiToken`	string	-	Yes*	Your Hugging Face API token (optional for public data)
`query`	string	-	No	Search term for models, datasets, or spaces
`repoId`	string	-	No	Full repository ID (e.g., meta-llama/Llama-2-7b-hf)
`filter`	string	-	No	Filter by task, library, or other criteria
`taskType`	string	-	No	Filter by ML task type
`library`	string	-	No	Filter by framework/library
`sort`	string	`"downloads"`	No	Sort results by
`direction`	string	`"desc"`	No	Sort direction
`limit`	integer	`20`	No	Maximum number of results to return
`includeCardData`	boolean	`false`	No	Include model/dataset card metadata
`webhookUrl`	string	-	No	URL to receive results via webhook
`demoMode`	boolean	`false`	No	Run with sample data (no API calls)

*Required when Demo Mode is off.

Pricing

This actor uses pay-per-event billing:

Event	When it is charged	Price
Actor start	Once when the run starts, one event per GB of memory (minimum one). At the default 4 GB of memory a run starts at $0.40	$0.10 per GB
Search Models	Search for ML models by name, task, or library	$0.01
Get Model Details	Retrieve detailed model repository information	$0.01
Search Datasets	Search for datasets by query or ML task	$0.01
Get Dataset Details	Retrieve detailed dataset repository information	$0.01
Search Spaces	Search for Hugging Face Spaces (ML demos)	$0.01
Get Space Details	Retrieve detailed Space information and runtime status	$0.01
List Model Files	List all files in a model repository	$0.01
Get Model Card	Retrieve the model card (README) content and metadata	$0.01
Trending Models	Get currently trending models on Hugging Face Hub	$0.01
Trending Datasets	Get currently trending datasets on Hugging Face Hub	$0.01
Result	Each item written to the default dataset	$0.00001

Demo mode is free -- no charges for sample data.

Troubleshooting

"API key is required"

You have Demo Mode turned off but didn't provide an API key. Either:

Turn Demo Mode on to test with sample data
Add your API key in the input

"API error 403" or "Unauthorized"

Your API key is invalid, expired, or doesn't have access to this specific API endpoint. Double-check your key and account permissions.

"API error 429" or "Rate limit"

Too many requests. Wait a minute and try again, or reduce the number of items per run.

No results or empty dataset

Check the run log for error messages. Common causes:

Invalid input format (check the examples above)
API key without proper permissions
The target data doesn't exist or is too small to track

How do I test without an API key?

Enable Demo Mode in the input. This returns realistic sample data so you can verify the output format works for your workflow.

Built by John Rippy | Actor Arsenal

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