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Are you a Data Scientist?

Here are some learnings to enhance your technical understandings


Wordle

Playing with Words and AI

How Wordle Illuminates Language Model Mechanics? (Dec 2023)



LLM Decontaminator

LLM Decontaminator: Removing test overalap with train set

How to detect and eleminate data overlap from train set? (Nov 2023)



Zephyr

Zephyr: Smaller Language Models aligning to user Intent

How to make small language models as useful as large language models? (Nov 2023)



Step Back Prompting

Step Back Prompting: How Abstraction Elevates LLM's Capabilities

How can we make smart language models even smarter by teaching them to think abstractly? (Oct 2023)



Transformer

Transformer: A Simple understanding of Transformer

Do you want to understand the components of transformer without any jargons?



Navigating the Landscape of Modern NLP

Navigating the Landscape of Modern NLP

Do you want to get an overview of recent progress in making LLM's better? (Sep 2023)


Last update: December 26, 2023