HFOnnx Example Methods HFOnnx Exports a Hugging Face Transformer model to ONNX. Currently, this works best with classification/pooling/qa models. Work is ongoing for sequen...

Tasks __init__(self, action=None, select=None, unpack=True, column=None, merge='hstack', initialize=None, finalize=None, concurrency=None, onetomany=True, **kwargs) special Mult...

Image Task Example Configuration-driven example Methods Image Task The Image Task reads file paths, check the file is an image and opens it as an Image object. Note that t...

Console Task Example Configuration-driven example Methods Console Task The Console Task prints task inputs and outputs to standard output. This task is mainly used for deb...

Tasks __init__(self, action=None, select=None, unpack=True, column=None, merge='hstack', initialize=None, finalize=None, concurrency=None, onetomany=True, **kwargs) special Mult...

Tasks Multi-action task concurrency Multi-action task merges Extract task output columns Tasks Workflows execute tasks. Tasks are callable objects with a number of paramet...

HFTrainer Example Training tasks PEFT Methods HFTrainer Trains a new Hugging Face Transformer model using the Trainer framework. Example The following shows a simple ex...

Index guide Vectorization Setting a backend Content storage Index vs Upsert Save Delete Reindex Graph Scoring Index guide This section gives an in-depth overview on ...

Model guide Model guide See the table below for the current recommended models. These models all allow commercial use and offer a blend of speed and performance. Component Mo...

Tasks Multi-action task concurrency Multi-action task merges Extract task output columns Tasks Workflows execute tasks. Tasks are callable objects with a number of paramet...