Enable Generative AI Everywhere with Ubiquitous Hardware and Open Software
Optimization techniques for large language models, reducing inference latency and resource requirements through precision adjustments, attention mechanisms, and kernel fusion on Intel hardware.
Leveraging Cassandra for Generative AI in Enterprise Analytics
Explore how Skypoint utilizes Astra DB to power enterprise analytics with generative AI, enabling high-reliability data conversations and automated insights for improved decision-making.
A New Stack for the Generative AI Era
Explore the future of Generative AI technology, including autonomous agents, human-like memory integration, and multi-model systems in this insightful talk on emerging AI stacks.
Scaling Kubernetes Clusters for Generative Models - Managing GPU Resources for AI Applications
Learn techniques for efficiently scaling GPU resources in Kubernetes clusters to optimize generative AI workloads, including GPU sharding and resource management strategies.
Empowering Open-Source Generative AI by Integrating the Wikidata Knowledge Graph
Explore integrating Wikidata's open-source knowledge graph into generative AI applications for automated content creation, data augmentation, and semantic analysis, fostering collaborative development.
The Future of Open Source AI and the Generative AI Commons
Explores open source AI evolution, focusing on generative tech, domain-specific LLMs, and GenOps. Introduces Generative AI Commons initiative for democratizing AI through collaboration and responsible development.
Using Generative AI to Develop Open Source Code - Practical Guidance for Managing Legal, Copyright, and Licensing Risks
Practical guidance on managing legal risks when using AI for open source code development, covering copyright, licensing, and best practices for responsible AI contributions.
Refreshing Routine Graphics with AI in Photoshop - Generative Fill Techniques
Learn to refresh routine graphics using AI-powered Generative Fill in Photoshop. Discover techniques for creating visually interesting headers, thumbnails, and other graphic elements with ease.
Run SDXL Locally with ComfyUI - 2024 Stable Diffusion Guide
Step-by-step guide to install and run Stable Diffusion locally using ComfyUI and SDXL, covering system requirements, installation, dashboard navigation, add-ons, and advanced features.
The Future of Generative AI
Explore the potential of generative AI to revolutionize communication, learning, and work. Discuss possibilities, challenges, and societal impacts with AI expert Professor Michael Wooldridge.
Generative AI with Google Gemini Pro - End-to-End Projects and Applications
Learn to build AI applications using Google Gemini Pro and Vision, covering LLMs, image models, Q&A systems, PDF chat, invoice extraction, and health management apps.
Delivering Impactful Generative AI Projects
Learn strategies to align generative AI projects with organizational goals, prioritize human factors, and build a balanced portfolio for successful implementation and measurable benefits.
Re-imagining the Future with Generative AI
Explore the revolutionary impact of Generative AI on technology, with a focus on its applications in construction and manufacturing, presented by an experienced industry leader.
Beyond the Buzz - Generative AI and Security Trends
Expert panel explores GenAI trends, security implications, and future impact on business and society, offering insights from RSAC 2024 submissions and predictions for AI technologies.
PyTorch 2.1 - New Features and Accelerating Generative AI Models
Explore PyTorch 2.1's new features for AI model acceleration, including compile, distributed, inference, and edge technologies, with insights on optimizing generative AI models for enhanced performance.
UnleashGPT: Mastering the Implementation of Large Language Models
Explore practical applications of Large Language Models in development, covering plugins, ChatGPT on data, agent-based systems, and advanced techniques like prompting and embeddings.
Mastering Large Language Model Evaluations - Techniques for Ensuring Generative AI Reliability
Explore techniques for evaluating Large Language Models, addressing challenges like hallucinations and toxicity, and learn essential metrics and tools for assessing AI reliability in generative applications.
Generative AI - An Inflection Point for Human Creativity
Explore how generative AI redefines human creativity, propelling us into uncharted territories of innovation. Discover the evolving landscape where machines become co-creators in artistic and inventive processes.
Navigating AI and LLM Governance and Risk - Harnessing Generative AI Responsibly
Explore the impact of Generative AI on governance and risk, and learn about a 5-pillar framework for responsible AI adoption in this insightful discussion led by industry experts.
First Principles of OCI Generative AI Service - Architecture and Implementation
Explore OCI Generative AI Service's mechanics, including flexible LLM fine-tuning and improved GPU cluster management for simplified, cost-effective AI application integration.
SUPIR: New State-of-the-Art Open-Source Image Upscaler and Enhancer - Tutorial
Learn to use SUPIR, a cutting-edge open-source image upscaler and enhancer. Discover installation, setup, and usage on various platforms, outperforming expensive alternatives like Magnific AI or Topaz AI.