HuggingFace

Notes
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Text pipelines

  • text-generation: Generate text from a prompt
  • text-classification: Classify text into predefined categories
  • summarization: Create a shorter version of a text while preserving key information
  • translation: Translate text from one language to another
  • zero-shot-classification: Classify text without prior training on specific labels
  • feature-extraction: Extract vector representations of text

Image pipelines

  • image-to-text: Generate text descriptions of images
  • image-classification: Identify objects in an image
  • object-detection: Locate and identify objects in images

Audio pipelines

  • automatic-speech-recognition: Convert speech to text
  • audio-classification: Classify audio into categories
  • text-to-speech: Convert text to spoken audio

Multimodal pipelines

  • image-text-to-text: Respond to an image based on a text prompt