HuggingFace Models#

This section provides an overview of how you can use out-of-the-box HuggingFace models in EvaDB.

Creating Function from HuggingFace#

EvaDB supports functions similar to Pipelines in HuggingFace.

CREATE FUNCTION IF NOT EXISTS HFObjectDetector
TYPE  HuggingFace
TASK 'object-detection'
MODEL 'facebook / detr-resnet-50'

EvaDB supports all arguments supported by HF pipelines. You can pass those using a key value format similar to task and model above.

Supported Tasks#

EvaDB supports the following tasks from huggingface:

  • Audio Classification

  • Automatic Speech Recognition

  • Text Classification

  • Summarization

  • Text2Text Generation

  • Text Generation

  • Image Classification

  • Image Segmentation

  • Image-to-Text

  • Object Detection

  • Depth Estimation