Reflection Tuning

4 minute read

Published: September 08, 2024

In this post, we will review one of the most recent and effective approaches for improving the quality of instruction-tuning data, known as reflection-tuning.

Hands on Transformers

10 minute read

Published: January 15, 2024

In this post we will be looking at the Transformer architecture in detail. You can also find the code for this post on my GitHub Repository.

Prompt Engineering Guide

20 minute read

Published: October 09, 2023

Prompt Engineering

Prompt engineering is a discipline focused on crafting efficient prompts for large language models (LLMs). These skills aid in comprehending LLM capabilities and limitations. Researchers apply prompt engineering to enhance LLM performance in various tasks, from QA to arithmetic reasoning. Developers use it to create compelling interfaces for LLMs and other tools.

NLP Paper Club Week2 (Oct 02 - Oct 09)

3 minute read

Published: October 09, 2023

In this blog post I tried to introduce top papers in ML (particularly in NLP) and give a brief overview on them.

NLP Paper Club Week1 (Sep 25 - Oct 1)

18 minute read

Published: October 02, 2023

In this blog post I tried to introduce top papers in ML (particularly in NLP) and give a brief overview on them.