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Upload any documents to amazon s3 hassle free and for free in Next JS (App router) with drag and drop feature.

Feb 21, 2024 · 7 min read · The Guide on How to upload PDF, Image or any document in Amazon s3 for free - Next JS (App router). In this guide, we'll tackle the common headache of setting up file uploads in your Next.js app, especially when it comes to integrating with Amazon S3...

Classifying IMDB dataset using RNN

Nov 30, 2023 · 4 min read · In the vast landscape of artificial intelligence, one key challenge is deciphering and understanding sequential data—information that unfolds over time. Whether it's predicting the next word in a sentence, forecasting stock prices, or comprehending t...

Aligning LLMs: Approaches and the Importance of Alignment in LLMs

Nov 28, 2023 · 10 min read · As a person who is quite passionate about advances in the realm of Large Language Models (LLMs), I thought of taking a seminar on the topic of Alignment in LLM, which is by far one of the hottest topics in Gen AI. Aligning LLMs with human preference ...

Kaiming and Xavier Weight Initialization in Neural Networks

Nov 23, 2023 · 3 min read · If you have learned about Neural Networks, then you will be familiar with weight initializations and how crucial it is. Weight initialization, the process of setting the initial values of the weights in a neural network, plays a pivotal role in the n...

Comparing between different optimizers used in Neural Network

Nov 16, 2023 · 5 min read · In a Neural network, there is a loss function that tells us the performance of the model at the current instant. This loss function is used to train the network such that it can perform better. The loss is taken and we try to minimize it. The lower t...