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Category: dataset

How to Improve Dataset Selection with ChatGPT?

May 2, 2024

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by

ross

in Beginner, chatbot, ChatGPT, ChatGPT for Dataset Selection, Data Analysis, data science, Data Visualization, dataset, Datasets

Introduction Right choice of appropriate datasets is essential in today’s data-driven environment to facilitate well-informed decision-making and uncover insightful information. It might be intimidating to navigate the enormous amount of data that is available, though. This article examines how the dataset selection process can be streamlined by using ChatGPT. ChatGPT can help you with everything…
Finetuning Llama 3 with Odds Ratio Preference Optimization

May 2, 2024

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by

ross

in Advanced, blogathon, dataset, fine tuning, Generative AI, Guide, HuggingFace, Kaggle, language models, Large Language Models, LLM, LLMs, Models, optimization, PyTorch, Supervised, time, training, Unsupervised

Introduction Large Language Models are often trained rather than built, requiring multiple steps to perform well. These steps, including Supervised Fine Tuning (SFT) and Preference Alignment, are crucial for learning new things and aligning with human responses. However, each step takes a significant amount of time and computing resources. One solution is the Odd Ratio…