Task-specific tuned foundation models

Many cloud providers provide task specific LLMs. Example: Google Cloud provides on its Vertex AI platform several  task-specific models.

Vertex AI provides task specific foundation models. Let’s say you have a use case where you need to gather sentiments (or how your customers are feeling about your product or service), you can use the classification task sentiment analysis task model.

Here is a table of the types of task specific foundation models available from Google Cloud.

• Language:
  • Extraction:
    • Syntax Analysis
  • Classification:
    • Entity analysis
    • Content Classification
    • Sentiment Analysis
    • Entity Sentiment Analysis
• Vision:
  • Classification:
    • Object detector
  • Detection:
    • Occupancy analytics
    • Person/vehicle detector
    • PPE detector
    • Person blur

See Also: PETM, Large Language Models

<< Return to Glossary