Educational
How to Use the k-Diffusion Latent Upscaler

How to Use the k-Diffusion Latent Upscaler

In the world of image processing and AI, upscaling images while retaining high quality is a significant challenge. Fortunately, Katherine Crowson has made it easier for enthusiasts and developers alike with the creation of a temporary model repository for the...

How to Generate New Stories with MyModelNameBorges02

How to Generate New Stories with MyModelNameBorges02

Welcome to the exciting world of AI-assisted storytelling! In this article, we will dive into using MyModelNameBorges02, a powerful model designed to generate new short stories inspired by the works of the renowned author Jorge Luis Borges. Whether you're a budding...

How to Preprocess Your Tweets for Tokenization

How to Preprocess Your Tweets for Tokenization

In the age of social media, understanding and processing tweets for various applications like sentiment analysis or trend detection is essential. One of the key steps in this process is text preprocessing, especially when using a tokenizer trained on specific...

How to Fine-Tune the BERT-Mini Model with M-FAC Optimization

How to Fine-Tune the BERT-Mini Model with M-FAC Optimization

The BERT-mini model is a lightweight version of BERT that can efficiently handle tasks like natural language inference. In this article, we will guide you through the process of fine-tuning the BERT-mini model using the state-of-the-art second-order optimizer M-FAC,...

How to Fine-Tune BERT-Tiny with M-FAC Optimizer

How to Fine-Tune BERT-Tiny with M-FAC Optimizer

In this blog, we will explore the step-by-step process of fine-tuning the BERT-tiny model using the M-FAC optimizer on the MNLI dataset. Whether you are a seasoned AI developer or just starting your journey in natural language processing, this guide aims to be...

Understanding ASR Training Results and Metrics

Understanding ASR Training Results and Metrics

Automatic Speech Recognition (ASR) is the technology that allows computers to understand and process human speech. In this blog, we'll delve into the latest ASR training results and how to interpret them, using metrics such as Word Error Rate (WER), Character Error...