In this guide, we will explore how to train and deploy a machine translation model using AutoNLP. We will walk through the process of accessing the model via cURL and discuss some important validation metrics that demonstrate its performance. Understanding AutoNLP...
In an era where communication style can heavily influence understanding and engagement, detecting the formality of a text has become an essential task in Natural Language Processing (NLP). This blog post will guide you through using the DeBERTa model fine-tuned for...
The FRED-T5 1.7B model, developed by SberDevices, is a powerful tool for summarizing text in the Russian language. Leveraging a rich dataset known as the RussianNLPMixed-Summarization-Dataset, this model can condense complex narratives into concise summaries, making...
The h2o-danube2-1.8b-chat model by H2O.ai is a powerful chat fine-tuned large language model equipped with a whopping 1.8 billion parameters. In this guide, we will walk you through the steps necessary to leverage this model effectively, from installation to...
Welcome to the exciting world of Cendol! This open-source collection of fine-tuned generative large language models brings the power of state-of-the-art natural language processing (NLP) to Indonesian languages. With model architectures ranging from 300 million to an...
Cendol is a remarkable open-source collection of fine-tuned generative large language models, tailored specifically for Indonesian languages. It offers two primary model architectures: decoder-only and encoder-decoder, with a broad range of parameter scales—spanning...
A model card is an essential document that provides important information about a machine learning model. In this article, we will guide you through the process of creating a comprehensive model card for a transformer model. By the end, you will be equipped to...
In the world of artificial intelligence, training models on extensive datasets is essential for enhancing performance and contextual understanding. In this article, we will walk you through the process of training an extended context version of the LLaMA 3 8B model...
Welcome to the guide on leveraging the powerful capabilities of the YiffyEstopianMaid 13B model, created by Katy Vetteriano. In this article, we will explore how to download, run, and even troubleshoot common issues you might encounter while using this advanced text...
