Hugging Face

Supported Labeling Types: Span Labeling, Row Labeling

Datasaur integrates directly with HuggingFace, providing access to their 10k+ models.

After choosing HuggingFace as the option, you can navigate to Hugging Face and choose the available model. If you already host your own private models on Hugging Face, you can use those as well.

For Span Labeling, you can simply enter the chosen model name and the API token. Then, set the confidence score.

ML Assisted with Hugging Face for Span Based

For Row Labeling, you have ability to select the Target text as your input and the Target question for your targeted output. There is also a feature of Faster prediction speed, which will allow you to predict entire row data significantly faster.

ML Assisted with Hugging Face for Row Based

If you click the Predict Labels button, the project will automatically apply labels to the document based on the loaded model.