Tag: Fine-tuning

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A Step-by-Step Guide to Custom Fine-Tuning with ChatGPT’s API using a Custom Dataset

Table Of Contents Introduction Pros and Cons of Using a Pre-trained Language Model (LLM) for Custom Fine-Tuning Final Thoughts Introduction Fine-tuning OpenAI’s ChatGPT with a custom dataset allows you to tailor the model to specific tasks or industries. This step-by-step guide will walk you through the process of custom fine-tuning using ChatGPT’s API and a … Continue reading A Step-by-Step Guide to Custom Fine-Tuning with ChatGPT’s API using a Custom Dataset

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Fine-tuning vs. RAG: Tailoring Large Language Models with Different Strokes

Table Of Contents Introduction LLM Custom Fine Tuning Retrieval Augmented Generation (RAG) for LLMs A Deeper Dive into Costs: Fine Tuning vs. RAG The Brushstroke of Choice: Custom Fine Tuning vs. RAG Final Thoughts Introduction Large Language Models (LLMs) like Bard, ChatGPT, and ClaudeAI are revolutionizing AI, but their vastness can hinder performance in specific … Continue reading Fine-tuning vs. RAG: Tailoring Large Language Models with Different Strokes