In the realm of natural language processing (NLP), optimizing BERT models can significantly enhance their performance and efficiency. This guide will walk you through the process of implementing a downstream optimization of the...
Educational
SkyCode: The Future of Multi-Language Programming
SkyCode is an innovative, multi-language open-source programming model released by Singularity-AI, leveraging the power of the GPT-3 model structure. It is designed to accommodate various programming languages, including but not limited to Java, JavaScript, Python, C,...
How to Optimize Your BERT Model with OpenVINO and NNCF
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...
How to Train a Model with Google Vit on Synthetic ASL Number Dataset
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...
Unlocking the Power of FastAI for Image Classification
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...
How to Build a Fake News Classification Model
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...
How to Implement FAQ Retrieval with a Fine-Tuned Model
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...
How to Use jurBERT-large: A Guide to the Romanian Juridical BERT Model
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...
How to Use Multilingual Joint Fine-tuning of Transformer Models to Identify Trolling, Aggression, and Cyberbullying
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...
