SofTech Explorer | Gautham Nair's Blog

I am happy to announce our new project, the Project Procyon which includes ProcyonOS, ProcyonHub and ProcyonAI. I will slowly be phasing out Donut branding from our software, however some packages might retain the branding of Donut. I am phasing out DonutLinux Project in favour of Project Procyon to bring more latest improvements and UI aesthetics in our software. Project Procyon's development will start after few days of the release of Linux Kernel version 7. LINK: ProcyonOS Test Website

Today marks a bittersIet milestone for the DonutOS community as I announce the end of development for DonutOS and its core project, DonutLinux. Over the years, DonutOS has been more than just an operating system; it has been a vibrant community of passionate individuals who have contributed to a shared vision of innovation, simplicity, and user-friendliness. DonutOS began as a dream to create an OS that was both powerful and accessible, and with DonutLinux at its heart, I achieved more than I could have ever imagined. From the outset, DonutLinux was designed to be lightweight, flexible, and deliciously easy to use, embodying the spirit of its namesake. As I move forward, I want to take a moment to reflect on the achievements and challenges I've faced. I've seen incredible feats of engineering, community growth, and collaboration. My open-source project thrived thanks to the dedication and creativity of countless contributors who volunteered their time and skills. However, the t...

 In today's blog, we will be going to discuss and see how do we create a LLM using Donut-LLM-Tools. The first and foremost thing we need to train a model is to create a valid dataset that contains all the training data required to train the model. To get a dataset you can either use huggingface or use Donut-LLM-Tools to create a dataset by scrapping Wikipedia. from donutllmtools import Tools Tools.DatasetCreator() Tools.LLMCreator() The above code imports the Tools class from the Donut-LLM-Tools module, this class have the functions DatasetCreator() and LLMCreator() . The  DatasetCreator() function, once called will automatically start scrapping Wikipedia and write it to a DoDS (Donut DataSet) file. The  LLMCreator() function is in a menu driven format, once called it presents the user with a menu for 1. Creating a model, 2. Loading a model to ask prompts to it and 3. Exit. When the user presses 1. then the menu asks for the dataset directory and filename as well as the n...

 Hello everyone, I have developed three Python modules and published them to pypi.org. The three modules are Donut-LLM-Tools, DonutLLMCore and GIUC. Donut-LLM-Tools, provides users an easy UI for creating, loading models as well as create datasets from Wikipedia wikis. DonutLLMCore is a library that is used by Donut-LLM-Tools to create a PyTorch model. GIUC (Gautham's Important Utility Collection), is a set of mathematical functions designed to help users solve complex math problems. LINKS :  Donut-LLM-Tools DonutLLMCore GIUC