Adding a sepia filter to images is a delightful way to give your photos that vintage feel. In this guide, we'll walk you through how to implement this using the Python library NumPy. By the end of this article, you'll have the skills to transform your images into...
Educational
How to Fine-Tune XLM-RoBERTa for SQuAD 2.0
Fine-tuning a pre-trained model can seem daunting, but fear not! In this blog, we'll break it down step-by-step to help you leverage the XLM-RoBERTa model with SQuAD 2.0 data. Whether you’re a seasoned data scientist or just starting, this guide is tailored for you!...
Understanding Mixtral 8x22B Instruct v0.1: A How-To Guide
If you're venturing into the world of AI models and fine-tuning them, the Mixtral 8x22B Instruct v0.1 is an exciting development you shouldn't overlook. In this article, we will explore how to understand and utilize the various quantization options of the Mixtral...
How to Pretrain the T5 Model for Vietnamese Text Summarization
Are you ready to dive into the fascinating world of natural language processing and summarize Vietnamese texts with ease? In this guide, we will journey through the steps needed to set up and utilize the T5 (Text-To-Text Transfer Transformer) model for text...
How to Train and Utilize T5 for English-Vietnamese Translation
In this blog post, we'll explore the steps to pretrain a Text-To-Text Transfer Transformer (T5) specifically for translating between English and Vietnamese. We will be using the IWSLT15 dataset, which is a well-known resource in the machine translation community. Step...
How to Use KoGPT2-Transformers with Hugging Face
If you're venturing into the world of AI and natural language processing, you might have come across KoGPT2, developed by SKT-AI. This model is designed for tasks such as dialogue generation and text completion. In this article, we’ll walk you through how to implement...
How to Summarize Text with Longformer2Roberta Model Using 🤗 EncoderDecoder Framework
In the world of natural language processing, summarization models have become incredibly essential to distill lengthy texts into concise summaries. This blog will guide you through using the Longformer2Roberta model fine-tuned on summarization tasks, leveraging the...
BERT Model for OGBV Gendered Text Classification
In this blog, we will explore how to use the BERT model for gendered text classification tasks with the help of the OGBV dataset. BERT, which stands for Bidirectional Encoder Representations from Transformers, is a state-of-the-art machine learning technique provided...
How to Utilize the GPT-2 Medium Model Fine-Tuned on MultiWOZ21
Are you interested in incorporating advanced dialogue capabilities into your applications? Look no further! In this guide, we will explore how to effectively use the fine-tuned GPT-2 medium model on the MultiWOZ21 dataset and its associated nuances. Let’s dive into...
