In the age of information, extracting meaningful insights from a text corpus is crucial, and question generation is a key part of that process. In this article, we'll explore how to use a fine-tuned version of the Shahmbart-german model on the GermanQuAD dataset for...
How to Fine-Tune an XLNet-Base-Cased Model with TextAttack
In the world of natural language processing (NLP), fine-tuning pre-trained models can elevate your project from standard to stellar. Using the XLNet model fine-tuned with TextAttack and the GLUE dataset is a perfect example of this process. In this article, we will...
How to Leverage RoBERTa for Multi-Choice Natural Language Inference (MNLI)
In the realm of natural language processing, RoBERTa has carved out an impressive niche. This blog will guide you through understanding and utilizing the RoBERTa-base model that has been specifically trained on the Multi-Genre Natural Language Inference (MNLI)...
How to Use the Turkish Question Paraphrasing Model
Welcome, curious minds! Today, we're going to explore a remarkable tool—a finetuned version of the mt5-small model specifically designed for question paraphrasing in Turkish. In this article, you will learn how to use this model effectively, even if you're just...
How to Generate Poems Using the Fine-Tuned GPT-2 Model in Portuguese
If you’ve ever wanted to harness the power of AI to create poetic masterpieces in Portuguese, you’re in the right place! In this article, we’ll guide you step-by-step on how to utilize a fine-tuned GPT-2 model specifically designed for generating poetry. Getting...
Generating Emojis from Text with Emojich
Welcome to the world of Emojich! If you've ever wanted to transform words into expressive emoji-style images, you've come to the right place. In this tutorial, we'll guide you on how to leverage the power of the Emojich model, developed by Sber AI, to create...
How to Get Started with OpenAI Gym
If you're diving into the world of reinforcement learning (RL), you've probably encountered OpenAI Gym - a fantastic toolkit designed for developing and comparing RL algorithms. Imagine it as a playground where your virtual agents can learn everything from balancing a...
How to Use Projected GAN: A Step-by-Step Guide
The world of Generative Adversarial Networks (GANs) is expanding rapidly, and one notable advancement is the Projected GAN. This guide will walk you through the setup and utilization of Projected GAN, transforming you into a proficient user ready to create impressive...
Getting Started with ERNIE-2.0-large
Welcome to the vibrant world of ERNIE 2.0, a powerful language understanding framework developed by Baidu. This guide aims to provide you with a user-friendly walkthrough on how to leverage the capabilities of ERNIE 2.0 for your projects. What is ERNIE 2.0? ERNIE 2.0...