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  • Instead of using React to build the website, we can use Flutter to take our service to the next level to have a single code base and our application will work on mobile phones (android or IOS), websites, and desktops.
  • Fine-tuning a pre-trained model.

Fine-tuning process:

  1. Initialize with a pre-trained model.
  2. Prepare a labeled dataset for the question-answering task
  3. Train the model using this dataset, adjusting all layers.
  4. Try different learning rates to avoid catastrophic forgetting and also to avoid over-fitting.

Learning Progress 

  1. Natural Language Processing (NLP) course.
  2. Studying more about the Langchain framework
  3. Study React.js and Nest.jsCreating UI/UX for the website.
  4. Learn more about Blockchain and
  5. Learn more about RAG and fine-tuning