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Akhil Theerthala
Akhil Theerthala

208 followers

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Towards AI

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Towards AI

Creating a Reasoning Dataset with No Budget.

Reasoning Models #2 — The Dataset Creation

Apr 7
Building a dataset. Image generated using Imagen from Google Deepmind
Building a dataset. Image generated using Imagen from Google Deepmind
Apr 7
Towards AI

Published in

Towards AI

From Training Language Models to Training DeepSeek-R1

Reasoning Models #1 — An overview of training

Feb 17
From RNNs to LLMs, a comprehensive overview of how training regimes changed.
From RNNs to LLMs, a comprehensive overview of how training regimes changed.
Feb 17
Towards AI

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Towards AI

7 Practical PyTorch Tips for Smoother Development and Better Performance

Things I wish someone listed down.

Feb 10
PyTorch Logo. Source: Internet.
PyTorch Logo. Source: Internet.
Feb 10

Aren’t these “new” AI features impractical? — A data scientist’s rant.

When Technology’s Hype Outpaces Its Practicality.

Aug 15, 2024
1
Aren’t these “new” AI features impractical? — A data scientist’s rant.
Aren’t these “new” AI features impractical? — A data scientist’s rant.
Aug 15, 2024
1
Towards AI

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Towards AI

Building Blocks of Transformers: Attention

The Borrower, the Lender, and the Transformer: A Simple Look at Attention

Mar 28, 2024
1
Transformer Architecture. Source: “Attention is all you need.”
Transformer Architecture. Source: “Attention is all you need.”
Mar 28, 2024
1
Towards AI

Published in

Towards AI

Simplifying Decorators in Python | A step-by-step approach.

Python is one of the simpler languages that we can learn these days. However, despite being the simplest one, it still has a few areas that…

Jan 6, 2024
1
Simplifying Decorators in Python | A step-by-step approach.
Simplifying Decorators in Python | A step-by-step approach.
Jan 6, 2024
1

Making Sense of PyTorch’s to(device) and map_location.

Why are there two different approaches to do the same thing? When is one approach better than the other?

Aug 26, 2023
Making Sense of PyTorch’s to(device) and map_location.
Making Sense of PyTorch’s to(device) and map_location.
Aug 26, 2023

NLP -01: Demystifying Regular Expressions | RegEx guide for beginners.

One of the most underrated skills any data professional should have when working with strings

Aug 5, 2023
Regular Expressions — Searching in the ocean of text. Image generated by the Author using Midjourney.
Regular Expressions — Searching in the ocean of text. Image generated by the Author using Midjourney.
Aug 5, 2023
Towards AI

Published in

Towards AI

Machine Learning Roadmap: Community Recommendations 2023

RoadMaps

Jul 14, 2023
1
Machine Learning Roadmap: Community Recommendations 2023
Machine Learning Roadmap: Community Recommendations 2023
Jul 14, 2023
1
Towards AI

Published in

Towards AI

Data Lifecycle in Production: Defining and Collecting useful data.

How do we determine the criteria for “good” and “useful” data? Where can we collect the data from? How much data should we collect?

Jun 24, 2023
Illustration of data.
Illustration of data.
Jun 24, 2023
Akhil Theerthala

Akhil Theerthala

208 followers

Just someone wandering through the world of data.

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