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1. Notes--Generative-AI-with-Large-Language-Models Notes--Generative-AI-with-Large-Language-Models Public

   All course notes for Generative AI with Large Language Models course by Andrew Ng

2. Dialogue-Summary-Use-Case Dialogue-Summary-Use-Case Public

   GEN AI use case: dialogue summary. This notebook is extracted from the course Generative AI with Large Language Models. It is used to understand how input text can affect model performance.

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3. Dialogue-Summary-PEFT-Fine-Tuning Dialogue-Summary-PEFT-Fine-Tuning Public

   This notebook fine-tunes the FLAN-T5 model for dialogue summarization, comparing full fine-tuning with Parameter-Efficient Fine-Tuning (PEFT). It evaluates performance using ROUGE metrics, demonstr…

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4. Dialogue-Summary-remove-toxic-text-PPO Dialogue-Summary-remove-toxic-text-PPO Public

   Fine-tuning FLAN-T5 with PPO and PEFT to generate less toxic text summaries. This notebook leverages Meta AI's hate speech reward model and utilizes RLHF techniques for improved safety.

   Jupyter Notebook