Building a chatbot for the first time can be an exciting journey into the world of artificial intelligence and natural language processing. This guide will walk you through the steps to create a simple chatbot using low epoch counts due to limited resources. Let’s...
In the world of artificial intelligence and machine learning, labeling and categorizing data is critical for training effective models. Today, we will explore label mappings and the distribution of training data, using a structured example that anyone can grasp. Let’s...
In today's digital age, the spread of misinformation has become a significant concern. To combat this, machine learning models can be trained to distinguish between real and fake news. In this article, we'll explore how to utilize the BERT (Bidirectional Encoder...
Are you ready to embark on a journey into the world of AI and fine-tuning? The T5 model, a powerful tool for question-answering tasks, allows you to tackle challenges with finesse. In this article, we will take you through the entire process, ensuring that you can...
The Functionary Medium V2.4 is an impressive language model that excels at interpreting and executing functions or tools in a smart way. It knows when to trigger functions, whether to execute them in parallel with others or one after the other, and, importantly, it...
Are you curious about how text classification works using modern machine learning frameworks? In this article, we'll break down the steps to implement a text classification model using the Transformers library, all while making it user-friendly! What You Will Learn...
In the realm of natural language processing, sentiment analysis plays a pivotal role in discerning the emotional tone behind a series of words. Today, we're diving into the world of ParsBERT, a sentiment analysis model fine-tuned specifically for Persian tweets. This...
If you've ever dreamed of harnessing the power of a large-scale transformer model, Megatron might just be your golden ticket. Developed by NVIDIA, this robust model is designed to generate text in the same vein as GPT-2, and with its 345 million parameters, it...
Welcome to the world of Dialog-KoELECTRA, a cutting-edge language model tailored specifically for dialogue applications! This user-friendly guide will help you get started with this powerful model, understand its architecture, and troubleshoot common issues you might...
