Train and Deploy an AI Support Chatbot

AI Practitioner

• Overview
• Chatbot Overview
  
  • What is a Question Answering Chatbot?
  • What is BERT?
  • Pretrained BERT models on NGC
  • Tokenization
  • BERT for Question Answering
• Step #1: Train the Bert QA Model
  
  • Fine-Tune the BERT QA Model
  • Export model to Triton Inference Server format
• Triton Inference Server Overview
  
  • Deploy the Trained Model on the Triton Inference Server
    
    • Triton Inference Server
    • Model Repository
• Step #2: Deploy Triton Inference Server Health
  
  • Validation
    
    • Using Triton gRPC client to run Inference
• Next Steps

Notices

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  • Notice
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