In this guide, we'll walk you through the nuances of utilizing some exclusive models available on Mage. The models we will delve into include ParagonXL, NovaXL, and more. Ready to unlock the potential of these models? Let’s get started! Using the Model Compact Version...
How to Utilize the German BERT Large Model for NLP Tasks
The German BERT Large model, released in October 2020, is a state-of-the-art language model that brings significant enhancements over its predecessors. Developed collaboratively by the researchers behind the original BERT model for German and dbmdz BERT, it provides...
How to Use QwenQwen2.5-1.5B-Instruct Weights with Transformers.js
In this article, we will explore how to effectively utilize ONNX weights for the QwenQwen2.5-1.5B-Instruct model within the Transformers.js library. This step-by-step guide will illuminate the process, along with troubleshooting insights, ensuring a seamless...
How to Get Started with Qwen2.5-Coder-7B-Instruct
Welcome to the exciting world of Qwen2.5-Coder, a powerful large language model specifically designed for code generation, reasoning, and fixing. If you're looking to enhance your programming capabilities with AI assistance, this guide will walk you through the...
How to Harness Tiny Time Mixers (TTMs) for Multivariate Time-Series Forecasting
If you're venturing into the realm of time-series forecasting, the Tiny Time Mixers (TTMs) developed by IBM Research is a game-changer. With less than 1 million parameters, these pre-trained models not only provide stellar performance but are also easy to use. This...
Get Started with Falcon-7B: A Causal Language Model Revolution
Welcome to the world of Falcon-7B, a state-of-the-art causal decoder-only model designed by TII. Optimized for performance and trained on a massive dataset, Falcon-7B promises capabilities that standard models can't match. In this article, we will explore its...
How to Use MeloTTS: A Guide to High-Quality Multi-Lingual Text-to-Speech
MeloTTS is a phenomenal text-to-speech library from MyShell.ai, designed to convert written text into spoken words in various languages. Whether you require an American accent or the charming inflections of British English, MeloTTS has options for rich audio...
How to Use PMRF for Blind Face Image Restoration
Welcome to our guide on utilizing the PMRF model, a benchmark algorithm for blind face image restoration. In this tutorial, we will walk you through the setup and implementation process, making it user-friendly and straightforward for anyone interested in enhancing...
How to Use the Phi-3.5-Vision Model: A Comprehensive Guide
The Phi-3.5-vision-instruct model is a state-of-the-art multimodal AI model designed to handle both text and image inputs. This guide will take you through the process of using this model effectively, including set-up, usage, and troubleshooting tips. Whether you’re a...