A Joyful AI Research Journey🌳😊

ChatGPT, OpenAIYes, using Retrieval-Augmented Generation (RAG) would indeed be a better choice for the scenario where you want to write prompts like "write a positive review about a certain movie" or "write a negative review about a certain movie." Here’s why RAG is more suitable for this task:1. Contextual Relevance and Specificity:RAG can retrieve specific reviews or information related to the..

ChatGPT, OpenAIPretraining GPT-2 with Rotten Tomatoes data and incorporating Retrieval-Augmented Generation (RAG) with the same data are two different approaches with distinct goals and outcomes. Here’s a breakdown of the differences:1. Pretraining or Fine-Tuning GPT-2 with Rotten Tomatoes DataWhat It Is:Pretraining: Training GPT-2 from scratch using a large corpus like Rotten Tomatoes data (not..

ChatGPT, OpenAI The choice of a "news" theme for the project example was based on several considerations: Relevance: News articles are a universally recognized type of content that everyone understands. Given the company's vision of creating a world without language barriers through real-time multilingual translation, the news domain provides a practical example of how such a technology would be..