Fine-tuning a pre-trained model can seem daunting, but fear not! In this guide, I will walk you through the process of fine-tuning the BERT-tiny model using the M-FAC optimizer on the SST-2 dataset. Let's dive in! What is M-FAC? M-FAC, or Matrix-Free Approximations of...
In the world of artificial intelligence, fine-tuning pre-trained models can unlock remarkable capabilities tailored to specific tasks. In this article, we will delve into how to fine-tune the GPT-2 medium model using the TaskMaster1, TaskMaster2, and TaskMaster3...
Welcome to the future of artificial intelligence in database queries! In this article, we'll explore how to effectively utilize the T5 model fine-tuned on the Spider dataset, enriched with schema serialization for improved context understanding. If you've ever wanted...
Fine-tuning a pre-trained model can elevate your AI application to new heights. In this article, we'll walk you through the process of fine-tuning the GPT-2 Medium model using the MultiWOZ21 dataset. If you've been curious about enhancing your natural language...
In an age driven by online communication, understanding user behavior has become crucial. This guide will walk you through implementing multilingual joint fine-tuning of transformer models that identify various forms of online misconduct, such as trolling, aggression,...
Welcome to the world of natural language processing, where we explore the capabilities of models that can understand and enhance human language. In this article, we will dive deep into the mT5_base_yoruba_adr model, a remarkable tool for automatic diacritics...
If you are venturing into Natural Language Processing (NLP), you might have heard about BERT (Bidirectional Encoder Representations from Transformers), a revolutionary model that has significantly improved the performance of various NLP tasks. In this guide, we will...
Welcome to the fascinating world of natural language processing! In this guide, we’ll walk through how to utilize the random-roberta-mini, an unpretrained version of a mini RoBERTa model that can truly spark your creativity and exploration. Understanding the Random...
The evolution of language styles is fascinating, and with the help of artificial intelligence, we can bridge the gap between informal and formal writing. This tutorial will guide you through the process of using the `BigSalmon Informal to Formal Dataset` for text...
