Skip to main content

Posts

Showing posts with the label ML

How to deply Ollama & open web-ui on your laptop

How to deploy Ollama  Installation: Download Ollama:   Get the Ollama package from the  GitHub repository .   Install Dependencies:   Ensure you have any required dependencies, including libraries for your specific model.   Verify Installation:   Use  ollama --version  to confirm Ollama is installed correctly.   2. Model Deployment and Usage: Pull the Model:   Use the  ollama pull <model_name>  command to download the desired model.   Run the Model:   Use  ollama run <model_name>  to initiate the model's execution.   Interacting with the Model:   Ollama provides an API at  http://localhost:11434/api/generate  for interacting with the model.   Optional: Web UI:   Explore  Open WebUI  for a user-friendly interface to manage and interact with models.   Optional: Custom Applications:   Build custom applications using libraries like FastAPI and Gr...

Free online courses from Nvidia

NVIDIA just released FREE online courses in AI. Here are 5 courses you can't afford to miss: __________ 1. Generative AI Explained What you'll learn: • Generative AI and how it works. • Various Generative AI applications. • Challenges and opportunities in Generative AI Link: https://lnkd.in/gTAJ-sKa __________ 2. Building A Brain in 10 Minutes What you'll learn: • Exploring how neural networks use data to learn • Understanding the math behind a neuron Link: https://lnkd.in/gvVrqwZF __________ 3. Augment your LLM with Retrieval Augmented Generation: What you'll learn: • Basics of Retrieval Augmented Generation • RAG retrieval process • NVIDIA AI Foundations and RAG model components Link: https://lnkd.in/g8hYube9 __________ 4. AI in the Data Center: What you'll learn: • AI use cases, Machine Learning, Deep Learning, and their workflows. • GPU architecture and its impact on AI. • Deep learning frameworks, and deployment considerations. Link: https://lnkd.in/gvNzawxe __...