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Graphbook Hugging Face Plugin for no-code Hugging Face AI pipelines

Project description

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Graphbook Hugging Face

Build No Code Hugging Face AI Pipelines

You can build efficient DAG workflows or AI pipelines without any code. This is a Graphbook plugin that lets you drag and drop Hugging Face models and datasets onto Graphbook workflows. This plugin contains a web panel for searching and drag-and-dropping models and datasets from Huggingface Hub onto their graphbook workflows.

Example Pipeline with Hugging Face

Packaged Nodes

Graphbook Hugging Face contains the following nodes:

  • TransformersPipeline step for model usage from transformers package
  • HuggingfaceDataset step for dataset usage from the datasets package
  • And numerous Post Processing/* steps for post processing of model outputs

Getting started

  1. pip install graphbook_huggingface graphbook transformers datasets
  2. graphbook --config hf.config.yaml

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page