Fine-Tune DistilBERT for Product Sentiment Analysis

In this session, we'll fine-tune DistilBERT—a lighter, faster variant of HuggingFace's BERT—using the Amazon Polarity dataset and interact with a model that determines sentiment on product reviews.

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July 24, 2024 1:00 PM ET | 10:00 AM PT

Fine-tune a LLM using a product sentiment dataset in Domino.

By the end of this customer tech hour, you will be able to:

  • Understand how to fine-tune Hugging Face's DistilBert on the Amazon Polarity dataset within Domino.
  • Learn how to leverage NVIDIA's GPUs for GPU-accelerated fine turning in Domino.
  • Use the Domino AI Hub Project Templates to quick-start your development work.
  • Interact with the fine-tuned model via a customizable streamlit application.

We recommend following along in your own Domino Application. We'll be working through the Sentiment Analysis on Product Reviews template found in our AI Hub. You can also leverage the template directly from github here.