In today's globalized world, understanding multiple languages is more crucial than ever, especially for tasks such as semantic search and clustering. This blog post will guide you through the use of the sentence-transformers model fine-tuned for the Ukrainian...
Educational
How to Experiment with the Mistral-7B-v0.1 Model
If you're venturing into the realm of neural networks and deep learning, particularly with the exciting model called Mistral-7B-v0.1, you're in for a ride! Here’s a user-friendly guide on how to utilize this modified model and experiment with its weight matrices....
How to Create and Utilize a Model Card for Transformers
If you are venturing into the world of natural language processing (NLP) using transformers, understanding how to create a model card is vital. A model card serves as a comprehensive document that outlines the functionalities, uses, limitations, and more about your...
How to Use Distil-Whisper for Automatic Speech Recognition
Welcome to the world of automatic speech recognition with Distil-Whisper! This guide will help you navigate the powerful capabilities of the Distil-Whisper model, a distilled version of the Whisper model, specifically designed to provide faster and more efficient...
How to Use the Indonesian Small BigBird Model
The Indonesian Small BigBird model is a cutting-edge model designed for handling linguistic tasks in the Indonesian language. With a capacity of approximately 30 million parameters and trained using a Masked Language Model (MLM) objective, this model showcases...
How to Navigate the Model Card for AI Models
Understanding AI models can be a daunting task, especially when presented with complex terminologies and data. In this article, we will break down how to read and effectively use a model card, using a transformers model as an example. What is a Model Card? A model...
How to Fine-Tune INT8 DistilBart on CNN DailyMail Using Intel® Neural Compressor
Welcome to our guide on fine-tuning the INT8 DistilBart model, specifically trained on the CNN DailyMail dataset. This article will walk you through the steps for utilizing the Intel® Neural Compressor to achieve post-training dynamic quantization effectively,...
How to Fine-Tune INT8 DistilBart on CNN-DailyMail
In this article, we will explore the process of fine-tuning an INT8 DistilBart model on the CNN DailyMail dataset using the Intel® Neural Compressor and the Optimus' Hugging Face integration. The end goal is to improve efficiency while maintaining accuracy for natural...
How to Get Started with VBART: The Turkish Language Model
If you're looking to enhance your text generation tasks in Turkish, the VBART model is your new best friend! Developed by VNGRS-AI, this state-of-the-art language model boasts impressive capabilities for tasks like text summarization, paraphrasing, and title...
