Exploring LLM’s with Langchain, OpenAI, Prompt engineering and also Stable diffusion with Demo on Intel® Developer Cloud
The AI Kit gives data scientists, AI developers, and researchers familiar with Python* tools and frameworks to accelerate end-to-end data science and analytics pipelines on Intel® architecture. The components are built using oneAPI libraries for low-level compute optimizations. This toolkit maximizes performance from preprocessing through machine learning and provides interoperability for efficient model development.
The workshop covers the following topics:
Introduction to the new Intel® Developer cloud
Access to Ponte Vecchio instances
Demo with Llm's using Langchain, Open AI
Stable Diffusion Demo
Deliver high-performance, deep learning training on Intel® XPUs and integrate fast inference into your AI development workflow with Intel®-optimized, deep learning frameworks for TensorFlow* and PyTorch*, pre-trained models, and low-precision tools.
Achieve drop-in acceleration for data preprocessing and machine learning workflows with compute-intensive Python packages, Modin*, scikit-learn*, and XGBoost.
Gain direct access to analytics and AI optimizations from Intel® to ensure that your software works together seamlessly
Intel® Developer Cloud is a free and ready-to-use sandbox environment for rapid prototyping. For developers, it provides access to the latest Intel® AI hardware and software offerings.
Concepts and hands-on with Llm's using Langchain within Intel Developer Cloud.
Exploring Hugging Face with LLMs and Langchain
Stable diffusion on Intel XPUs and CPU.
Computer/Laptop with the latest Google Chrome/Mozilla Firefox browser which can access the open internet.