Low-Resource NLP in the Era of LLMs - Introduction

There has, undoubtedly, been drastic shifts in the landscape of Natural Language Processing (NLP) research and development with the breakthrough of…

Mar 1 • 

Shreeya

4

January 2025

Do LLMs Engage in True Reasoning?

Can LLMs “truly” reason?

Jan 30 • 

Shreeya

6

September 2024

Strawberry (o1) - Does changing language affect its reasoning?

What is going on inside OpenAI's o1 model and if changing language affect its reasoning - a short bilingual experiment.

Sep 22, 2024 • 

Shreeya

3

Low-Rank Adaptation of LLaMA 3 for Nepali and Hindi

PEFT Techniques and Findings from Fine-tuning LLaMA 3 with Low-Rank Adaptation for Nepali and Hindi

Sep 5, 2024 • 

Shreeya

4

July 2024

Aligning LLMs - Fine-Tuning LLaMA with SFT and RHLF

Part 3: Understanding LLM alignment with Supervised Fine-Tuning and Reinforcement Learning from Human Feedback

Jul 4, 2024 • 

Shreeya

2

June 2024

Large Language Models - A Curated Reading List

While I am working on the blog series on the LLaMA family of models, I have also put together a curated reading list of papers that chart the evolution…

Jun 16, 2024 • 

Shreeya

5

May 2024

Whose Weights and Biases?

Who decides how AI thinks and behaves?

May 19, 2024 • 

Shreeya

2

The LLaMA Family of Models, Model Architecture, Size, and Scaling Laws

Part 2: A look into the Meta's LLaMA family of models before we deep-dive into each components from multi-lingual lens

May 5, 2024 • 

Shreeya

3

April 2024

Exploring multilingual aspects and vocabulary of LLaMA 3 compared to LLaMA 2

This is the first part of a series where I will discuss the multilingual abilities of the LLaMA 3 model.

Apr 22, 2024 • 

Shreeya

2

March 2024

The Cost of Ideas

While proofreading the "How LLMs Break Down Language from Text to Tokens" section from my last blog, Nolan asked me a thought-provoking question: "Then…

Mar 30, 2024 • 

Shreeya

 and 

Nolan Kramer

2

Beyond the ABCs: Exploring the nuances of tokenization in diverse languages

Earlier this month, I stumbled upon two articles that discussed the disparities in tokenization among languages titled "All languages are NOT created…

Mar 13, 2024 • 

Shreeya

5

5

April 2021

Scientific Research Ontology

The primary goal of a research paper is to convince its readers and scientific communities of the novelty and relevance of the study presented in the…

Apr 18, 2021 • 

Shreeya

2