HuggingFace Models in EVA#
This section provides an overview of how you can use out-of-the-box HuggingFace models in EVA.
Creating UDF from HuggingFace#
EVA supports UDFS similar to Pipelines in HuggingFace.
CREATE UDF IF NOT EXISTS HFObjectDetector
TYPE HuggingFace
'task' 'object-detection'
'model' 'facebook / detr-resnet-50'
EVA supports all arguments supported by HF pipelines. You can pass those using a key value format similar to task and model above.
Supported Tasks#
EVA 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