Visual Studio Code AI Toolkit: Run LLMs locally
AI Toolkit is here Getting the LLMs/ SLMs on our local machines. This toolkit lets us easily download the models on our local machine. Evaluation of the model. Whenever we need to evaluate a model to check for the feasibility to any particular application, then this tool lets us do it in a playground environment, which is what we will seeing in this blog. Fine-tuning, this majorly delas with training the model further to do the tasks that we specifically want the model to do. Usually, it does a generic task and has generic data, with fine-tuning we can give it a particular flavor to perform particular task.Using Visual Studio Code from a docker image locally or remotely via VS Online
A development container is a running Docker container with a well-defined tool/runtime stack and its prerequisites. The Remote - Containers extension in the Remote Development extension pack allows you to open any folder mounted into or inside a dev container and take advantage of VS Code's full development feature set.Using Visual Studio Notebooks for learning C#
Getting Started Install Notebook Editor Extension: Notebook Editor - Visual Studio Marketplace C# 101 GitHub Repo dotnet/csharp-notebooks: Get started learning C# with C# notebooks powered by .NET Interactive and VS Code. (github.com) Machine Learning and .NET dotnet/csharp-notebooks: Get started learning C# with C# notebooks powered by .NET Interactive and VS Code. (github.com) .NET Interactive Notebooks for C# dotnet/csharp-notebooks: Get started learning C# with C# notebooks powered by .NET Interactive and VS Code. (github.com)Jupyter Notebooks in Visual Studio Code
Visual Studio Code offers many great features for Data Scientists and Python developers alike, allowing you to explore and experiment on your data using the flexibility of Jupyter Notebooks combined with the power and productivity of VS Code. Tune in to learn how to supercharge your Jupyter Notebooks with VS Code.Microsoft Student Summit March 2023 - Start and Accelerate Your Career in Tech
Student Summit - Start and Accelerate Your Career in Tech In partnership with Microsoft Reactor this exciting 90-minute event will help build your confidence and motivation to skill on the Microsoft Cloud, and coach you on the next steps to continue your learning on topics including - Application Development and Developer Tools, Low Code/ No-Code / Fusion Development, and AI, Data and Machine Learning.Visual Studio AI Toolkit : Building Phi-3 GenAI Applications
Port Forwarding, a valuable feature within the AI Toolkit, serves as a crucial gateway for seamless communication with the GenAI model. Whether it's through a straightforward API call or leveraging the SDKs, this functionality greatly enhances our ability to harness the power of the LLM/SLM. By enabling Port Forwarding, a plethora of new scenarios unfold, unlocking the full potential of our interactions with the model.Pair Programming and test-driven development with Visual Studio Live Share and GitHub Copilot
Pair programming and TDD are valuable software development techniques that can enhance the development process, and GitHub Copilot can help teams effectively utilize these practices to produce high-quality code.Democratizing Data: Unleashing Power of AI Analytics with LangChain and Azure OpenAI Services
Explore how LangChain and Azure OpenAI Services are revolutionizing data analytics. Discover the transformative potential of Generative AI and Large Language Models in making data analytics accessible to everyone, irrespective of their coding expertise or data science background. Dive into the behind-the-scenes magic of the LangChain agent and learn how it simplifies the user experience by dynamically generating Python code for data analysis.
