Welcome to the world of AI, where optimization can redefine the performance of models. In this article, we will delve into the process of optimizing the vuiseng9/bert-base-squad-v1-pruneofa-90pc-bt model utilizing OpenVINO's NNCF. We’ll cover step-by-step instructions...
In the ever-evolving realm of artificial intelligence, staying updated and adapting to new models is essential. One such model is the googlevit-base-patch16-224, which is designed to handle vision tasks efficiently. This article will guide you through the process of...
In this blog, we will guide you through the process of using FastAI for image classification. FastAI is a powerful library built on top of PyTorch that simplifies deep learning and makes it more accessible. From installing packages to fine-tuning a model, we've got...
If you're looking to dive into the exciting realm of artificial intelligence and machine learning, this guide will help you create a Fake News Classification model using Python and PyTorch. We'll explore how to prepare your environment, load your dataset, and run a...
In today’s digital age, integrating effective chatbots for answering frequently asked questions (FAQs) is essential for enhancing customer service. This article will guide you through using a fine-tuned Turkish NLI model for FAQ retrieval. Model Overview This model is...
In the ever-evolving landscape of artificial intelligence, natural language processing (NLP) has taken center stage, especially in specific applications such as legal judgement prediction. If you're exploring the potential of the jurBERT-large model, this guide will...
The digital age presents unique challenges, including various forms of online hostility. This blog will guide you through using multilingual transformer models specifically designed to detect trolling, aggression, and cyberbullying as outlined in the paper presented...
If you've ever dealt with scanned documents or images that you needed to convert into text, you might have encountered OCR (Optical Character Recognition) errors. These inaccuracies can be frustrating, especially when they occur in languages like Dutch. Fortunately,...
With the ever-evolving world of natural language processing, fine-tuning models like BERT can significantly propel your question-answering capabilities. In this guide, we’ll walk you through the steps involved in fine-tuning a bert-base-uncased model specifically for...
