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...
The Metas Llama-3 8B model has been making waves in the AI community, primarily due to its unique approach to providing helpfulness without compromising on ethical boundaries. In this guide, we will walk you through using this powerful tool, ensuring you can harness...
Welcome to your exciting journey into the world of AI language models with PhoGPT! In this article, we will guide you through using the PhoGPT model series, including PhoGPT-4B and its interactive chat variant, PhoGPT-4B-Chat. Whether you are a developer, researcher,...
In the world of Natural Language Processing (NLP), fine-tuning models for specific tasks can significantly enhance performance. In this guide, we will walk you through the process of fine-tuning the BERT-mini model using the M-FAC optimizer, an innovative approach...
If you're diving into the world of Natural Language Processing (NLP) and want to explore how to pretrain the powerful RoBERTa model on smaller datasets, you've landed in the right place! In this article, we’ll take you through the process, including the essential...
Welcome to our guide on utilizing the Gupshup framework for summarizing open-domain code-switched conversations, particularly useful for handling Hinglish dialogues. This easy-to-follow article will walk you through the steps to set up your environment, understand the...
