As the world continues to navigate through challenges, the pace of research in artificial intelligence (AI) has not faltered. The year 2022 has brought forth significant breakthroughs, some focusing on ethical considerations, bias, governance, and transparency. As our...
Using the CogAgent-chat-18B Model: A Step-by-Step Guide
The CogAgent-chat-18B model is a remarkable product of the AI realm, finetuned with 160K WebSight examples. With a unique structure based on the SAT (SwissArmyTransformer), it provides a rich framework for running inference tasks. This guide walks you through how to...
How to Classify Toxic Comments Using Detoxify with PyTorch Lightning and Transformers
In the modern world of technology, the ability to filter and classify toxic comments online is vital for creating a safe digital environment. With the Detoxify library, you can leverage pre-trained models to automatically analyze comments and detect various types of...
How to Generate and Utilize Imatrix Quantized Models
Welcome to a hands-on guide on leveraging GGUF-IQ-Imatrix quants for the advanced model ChaoticNeutralsEris-Lelanacles-7b. In this article, we will explore the concept of Imatrix, how to create quantized models, and troubleshoot common issues. Let’s embark on this...
How to Use the Thai Vision Encoder Decoder Model with Transformers
In the realm of AI and machine learning, a powerful tool has emerged that allows for converting handwritten text images into digital text—especially useful for Thai characters. This guide will walk you through using the Thai TrOCR (Transformer for Optical Character...
Unlocking Norwegian Handwritten Text Recognition with PyLaia
If you've been looking for a powerful tool for Handwritten Text Recognition (HTR) in Norwegian, you've landed in the right place! This blog will guide you through using the PyLaia library, the powerhouse behind NorHand v1. About PyLaia and NorHand v1 Developed during...
Creating Stunning Images with Text-to-Image Models: A Guide to Using xtremix Ultimate Merge
In the world of artificial intelligence, turning your textual descriptions into breathtaking visual art has become a fascinating reality, thanks to advancements in generative models. One of these models is the xtremix Ultimate Merge, which is built on stable diffusion...
SOTA Entity Recognition Multilingual Foundation Model by NuMind: A Comprehensive Guide
Welcome to the world of advanced entity recognition! In this blog, we will explore the groundbreaking SOTA Entity Recognition Multilingual Foundation Model developed by NuMind, which is designed to provide top-tier embeddings for entity recognition tasks across over...
How to Use the Shiraz Language Model from Lifeweb
Welcome to your comprehensive guide on using the Shiraz Language Model, developed by Lifeweb. This model is a powerful tool for natural language processing (NLP), specifically optimized for the Persian language. In this article, we will walk you through the process of...








