HuggingFace Models#
This section provides an overview of how you can use out-of-the-box HuggingFace models in EvaDB.
Creating UDF from HuggingFace#
EvaDB supports UDFS similar to Pipelines in HuggingFace.
CREATE UDF 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