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Month: September 2024

Key Components of Large Language Models (LLMs)
Deep Learning Natural Language Processing

Key Components of Large Language Models (LLMs)

Nikhil Tomar18th September 202418th September 2024
Large Language Models (LLMs) have become the backbone of modern Natural Language Processing (NLP), pushing the boundaries of tasks like text generation, summarization, machine translation, and question-answering. These models are...
Naive Bayes Classifier in Python
Machine Learning PyTorch

Naive Bayes Classifier in Python

Nikhil Tomar17th September 202417th September 2024
The article explores the Naive Bayes classifier, its workings, the underlying naive Bayes algorithm, and its application in machine learning. Through an intuitive example and Python implementation, the article demonstrates...
[Paper Summary] EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation
Computer Vision Deep Learning

[Paper Summary] EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation

Nikhil Tomar14th September 202414th September 2024
This post will analyze the research paper "EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation." We will discuss the problems with existing medical image segmentation methods and how...
A Brief History of Large Large Language Models (LLMs)
Deep Learning Natural Language Processing

A Brief History of Large Large Language Models (LLMs)

Nikhil Tomar14th September 202414th September 2024
Artificial intelligence (AI) has made remarkable progress in recent years, particularly in natural language processing (NLP). One of the most significant developments has been the rise of large language models...
What is a Large Language Model (LLM)?
Artificial Intelligence Natural Language Processing

What is a Large Language Model (LLM)?

Nikhil Tomar11th September 202411th September 2024
Large Language Models (LLMs) have revolutionized the field of artificial intelligence (AI) by enabling machines to understand and generate human language in a once unimaginable way. These powerful models, built...

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  • GradCAM and its Implementation in PyTorch
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  • Key Components of Large Language Models (LLMs)
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