Educational
How to Use ByT5 Small for Portuguese Product Reviews

How to Use ByT5 Small for Portuguese Product Reviews

In this article, we will delve into how to utilize the ByT5 Small model specifically finetuned for sentiment analysis on product reviews in Portuguese. With clear, step-by-step instructions, you'll be able to set this model up and start analyzing reviews in no time!...

How to Fine-tune IndicBERT for Few-Shot Transfer Learning

How to Fine-tune IndicBERT for Few-Shot Transfer Learning

Welcome to our blog! Today, we will delve into the intricacies of fine-tuning IndicBERT for few-shot transfer learning. We'll focus on how to adapt IndicBERT specifically for Hindi training data while utilizing Urdu validation and test sets. Although low accuracy is...

How to Evaluate a Pruned BERT Model for SQuAD v1.1

How to Evaluate a Pruned BERT Model for SQuAD v1.1

In the fast-paced world of artificial intelligence and natural language processing, optimizing models for efficiency without sacrificing performance is crucial. This guide will walk you through the steps to evaluate the BERT model specifically tuned for SQuAD v1.1,...

Automating Question and Answer Generation Using T5 Model

Automating Question and Answer Generation Using T5 Model

In the realm of artificial intelligence, automatic question and answer generation holds substantial potential for enhancing our interaction with knowledge bases. Today, we will explore how to harness the power of the pre-trained T5 model fine-tuned on the SQuAD...

Transforming Predictions: A Step-by-Step Guide

Transforming Predictions: A Step-by-Step Guide

In the world of machine learning, predictions can often be represented by numerical values that require transformation for analysis or decision-making. This article will walk you through a simple code snippet that rotates prediction values from one category to...