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Keep dataset size in view for research planning

Know the scale of your recurring research datasets before you plan a review session or analysis sprint.

Trigger

Recurring schedule

Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.

Action

Get Dataset Size

Tool to get the size of a Hugging Face dataset including number of rows and size in bytes. Use when you need to determine dataset size, memory requirements, or storage needs for a specific dataset.

Why this helps

Unexpectedly large datasets can derail a planned work block and add last-minute decisions.

  • See row count and storage size for selected datasets.
  • Plan data review effort with fewer surprises.
  • Check recurring research assets on a regular cadence.

Setup

Build it in a few focused steps.

  • 1Connect Toneden and Hugging Face to Notis once through the portal.
  • 2Create an automation in the portal or ask Notis to review the size of your campaign research datasets.
  • 3In one instruction, ask Notis to retrieve the size of each specified Hugging Face dataset and provide a compact planning summary.
  • 4Choose a quarterly schedule and a channel for run reports.
  • 5Test with one real dataset identifier and verify the reported size is useful for planning.

Questions about this workflow

What does dataset size include?

The action reports the dataset size, including row count and bytes.

Can this help estimate compute needs?

It provides size information that can inform planning, but does not calculate model or compute requirements.

When this happens · Trigger

Do this · Action

Supported Triggers and Actions

Notis builds workflows that link Toneden to Hugging Face. A trigger fires from one place; an action lands in another.

Toneden triggers

Hugging Face actions

Recurring trigger

Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.

TriggerScheduled

Change Discussion Status

Tool to change the status of a Hugging Face repository discussion. Use when you need to open or close discussions on models, datasets, or spaces.

ActionInstant

Webhook trigger

Notis starts this workflow when an external tool or custom backend sends an HTTP request.

TriggerInstant

Check Dataset Validity

Tool to check whether a specific dataset is valid on Hugging Face Hub. Use when you need to determine what features (preview, viewer, search, filter, statistics) are available for a dataset.

ActionInstant

Check Models Upload Method

Tool to check if files should be uploaded through the Large File mechanism or directly. Use when preparing to upload files to a Hugging Face model repository to determine the appropriate upload method for each file.

ActionInstant

Check Spaces Upload Method

Tool to check if files should be uploaded through the Large File mechanism or directly to Hugging Face Spaces. Use when preparing to upload files to a Hugging Face Space repository to determine the appropriate upload method for each file.

ActionInstant

Claim Paper Authorship

Tool to claim authorship of a paper on Hugging Face. Use when you need to associate yourself or another user with an ArXiv paper.

ActionInstant

Request Repository Access

Tool to request access to a gated repository on Hugging Face Hub. Use when you need to submit an access request for models, datasets, or Spaces that require approval. The fields required vary by repository.

ActionInstant

Create Collection

Tool to create a new collection on Hugging Face. Use when you need to organize and curate models, datasets, spaces, papers, or other collections into a named collection.

ActionInstant

Create Datasets Branch

Tool to create a new branch in a Hugging Face dataset repository. Use when you need to create a branch for versioning or experimentation with dataset changes.

ActionInstant

Connect any two apps with Notis in the middle.

Toneden and Hugging Face, or any other combination from 1,000+ integrations.

When this happens · Trigger

Do this · Action

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