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  • Citation Logo
    RAG vs Fine-Tuning vs Prompt Engineering: Optimizing AI Models
    Publisher: IBM Technology
    2025-06-07

    RAG vs Fine-Tuning vs Prompt Engineering: Optimizing AI Models

    This video explains three approaches to improving large language model outputs: Retrieval Augmented Generation (RAG), Fine-Tuning, and Prompt Engineering. It covers how each method works, the benefits they offer, and the trade-offs involved in applyi...
    This video explains three approaches to improving large language model outputs: Retrieval Augmented Generation (RAG), Fine-Tuning, and Prompt Engineering. It covers how each method works, the benefits they offer, and the trade-offs involved in applyi...

    Tags: prompt engineering, rag, fine tuning, gpt, model response

    5 1
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    Transformers how LLMs work explained visually DL5
    Publisher: 3Blue1Brown
    2024-04-01

    Transformers how LLMs work explained visually DL5

    (00:00) The initials GPT stand for Generative Pretrained Transformer. So that first word is straightforward enough, these are bots that generate new text. Pretrained refers to how the model went through a process of learning from a massive amount of...
    (00:00) The initials GPT stand for Generative Pretrained Transformer. So that first word is straightforward enough, these are bots that generate new text. Pretrained refers to how the model went through a process of learning from a massive amount of...

    Tags: llm, transformers, gpt

    5 1
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