If you're venturing into the depths of speech recognition and want to leverage the power of wav2vec2-large, this guide is tailored for you. Specifically, we'll explore how to fine-tune this model on 100 hours of Librispeech training data—a pivotal step in achieving...
Are you ready to harness the power of AI for summarizing text? In this guide, we’ll delve into the fascinating world of the Roberta2Roberta model, a versatile EncoderDecoder model fine-tuned for summarization. Whether you’re a seasoned programmer or a curious learner,...
In the age of information overload, summarization models can significantly enhance our ability to quickly digest data. One notable summation model is the Bert2GPT2, built on the EncoderDecoder framework. This blog will take you step-by-step through how to utilize this...
Are you interested in diving into the fascinating world of natural language processing? Pretraining RoBERTa models on smaller datasets can be an exciting way to explore language understanding without the need for colossal data resources. This blog will guide you...
In today's digital world, content generation has taken on a new dimension. With advancements in artificial intelligence, we can now create news articles in various languages, including Thai, using just a few keywords. This blog will guide you through the process of...
In the vast world of artificial intelligence and machine learning, accessing powerful models is a crucial step towards leveraging their capabilities. One such model is the BigCodeStarEncoder. If you find yourself facing restrictions in accessing this model, fear not!...
In the world of finance, understanding the nuances of communication can be as valuable as predicting stock market trends. Enter FinBERT, a powerful BERT model designed specifically for financial communication text. With an impressive training on 4.9 billion tokens...
In this post, we’ll explore how you can fine-tune a BERT-mini model using the M-FAC optimizer. With this approach, you'll be able to enhance performance when tackling question-answering tasks on the SQuAD version 2 dataset. Get ready to dive into the intricacies of...
In the realm of data mining, understanding the relationships between various entities is crucial. This blog post will guide you through the process of developing a model aimed at inferring prerequisite relations between Wikipedia pages, specifically focused on the...
