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...
Educational
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...
How to Get Started with the Magicoder Model for Coding Tasks
Are you ready to elevate your coding experience with the Magicoder model? This cutting-edge tool is tailor-made for coding tasks, thanks to its innovative OSS-Instruct framework that leverages open-source code snippets to generate accurate and reliable instruction...
Test-Quants: A Beginner’s Guide
Welcome to the fascinating world of test-quants! In this blog post, we will dive into what test-quants are, why they matter, and how you can run a simple testing procedure. So let’s strap in and take this thrilling ride into the realm of experimental AI models! What...
How to Work with Test-Quants in the GGUF Framework
In the world of artificial intelligence and machine learning, working with model weights and configurations can often seem daunting. However, once you grasp the basic concepts, you'll find it much easier to navigate through the complexities. In this blog post, we’ll...
How to Navigate the Awesome AIGC Tutorials
Welcome to the fascinating world of Artificial Intelligence Generated Content (AIGC)! If you're eager to expand your knowledge or dive deep into how AI is reshaping various fields, you’ve come to the right place. With a wealth of resources, this guide will make your...
How to Use the DPT Model for Semantic Segmentation
Semantic segmentation is a cornerstone of computer vision, allowing us to understand and manipulate images at a pixel level. The DPT (Dense Prediction Transformer) model fine-tuned on the ADE20k dataset excels in this task. In this article, we will explore how to...
How to Utilize the Multilingual CLIP-ViT-B-32 Model for Image Search and Classification
In the realm of artificial intelligence, image recognition and search are rapidly evolving. One marvel of technology in this field is the CLIP-ViT-B-32 Multilingual ONNX model, which bridges the gap between image and text processing in over 50 languages. This article...
Unlocking Multilingual Sentence Similarity with the Lang-Ukr Paraphrase Model
The world is increasingly interconnected, and the ability to understand languages beyond our own is more crucial than ever. The lang-ukukr-paraphrase-multilingual-mpnet-base model has been specifically fine-tuned for the Ukrainian language using the powerful...
