Benefits and Considerations

  • Vertex AI offers a flexible platform for deploying GenAI models
    • One model won’t rule them all—model are released frequently from different vendors, sometimes one is better than the other, but this changes
    • Model Garden offers 130+ third party models (e.g. LLaMA, Mistral etc.)
    • Having a secure platform with governance, controls etc. is more important than simply the model itself
  • Choose the right model for the job
    • Technical decision, not business
    • Using Gemini for everything will be more expensive than PaLM Bison if not using multi-model

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