Rahul Dubey’s Blog
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LLMs Part 2: Attention Mechanism
ml
deep-learning
llm
In this post, I’ll dive into the attention mechanism that is one of the key feature of modern LLMs. We’ll go over some of the shortcomings of pre-LLM Neural language models…
Dec 28, 2024
Rahul Dubey
LLMs Part 1: Token Embeddings
ml
deep-learning
llm
In this post, I am diving into token embeddings. LLMs like any other ML model cannot process raw-text directly. The process with which we convert raw-text into acceptable…
Dec 25, 2024
Rahul Dubey
Feature Store: an essential part of ML infrastructure
ml
feature-store
In this post, I’ll talk about
Feature Store
: an essential component of a modern Machine Learning infrastructure. We’ll first briefly look at what a production ML system…
Jul 25, 2020
Rahul Dubey
Writing Pythonic code: Part 2
python
This is the second post (here’s the first) on writing Pythonic code. In this post, we will first go over some aspects of writing effective Python code by brushing over…
Aug 4, 2019
Rahul Dubey
Writing Pythonic Code: Part 1
python
This is the first of many Python related posts that I plan to write while studying how to write good Python code from the book Effective Python. In this post, we will go…
Aug 3, 2019
Rahul Dubey
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