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محتوای ارائه شده توسط EDGE AI FOUNDATION. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط EDGE AI FOUNDATION یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal
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Transforming Human-Computer Interaction with OpenVINO

43:26
 
اشتراک گذاری
 

Manage episode 516130868 series 3574631
محتوای ارائه شده توسط EDGE AI FOUNDATION. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط EDGE AI FOUNDATION یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

The gap between science fiction and reality is closing rapidly. Remember when talking to computers was just a fantasy in movies? Raymond Lo's presentation on building chatbots with OpenVINO reveals how Intel is transforming ordinary PCs into extraordinary AI companions.
Imagine generating a photorealistic teddy bear image in just eight seconds on your laptop's integrated GPU. Or having a natural conversation with a locally-running chatbot that doesn't need cloud connectivity. These scenarios aren't futuristic dreams – they're happening right now thanks to breakthroughs in optimizing AI models for consumer hardware.
The key breakthrough isn't just raw computational power but intelligent optimization. When Raymond's team first attempted to run large language models locally, they didn't face computational bottlenecks – they hit memory walls. Models simply wouldn't fit in available RAM. Through sophisticated compression techniques like quantization, they've reduced memory requirements by 75% while maintaining remarkable accuracy. The Neural Network Compression Framework (NNCF) now allows developers to experiment with different compression techniques to find the perfect balance between size and performance.
What makes this particularly exciting is the deep integration with Windows and other platforms. Microsoft's AI Foundry now incorporates OpenVINO technology, meaning when you purchase a new PC, it comes ready to deliver optimized AI experiences out of the box. This represents a fundamental shift in how we think about computing – from tools we command with keyboards and mice to companions we converse with naturally.
For developers, OpenVINO offers a treasure trove of resources – hundreds of notebooks with examples ranging from computer vision to generative AI. This dramatically accelerates development cycles, turning what used to take months into weeks. As Raymond revealed, even complex demos can be created in just two weeks using these tools.
Ready to transform your PC into an AI powerhouse? Explore OpenVINO today and join the revolution in human-computer interaction. Your next conversation partner might be sitting on your desk already.

Send us a text

Support the show

Learn more about the EDGE AI FOUNDATION - edgeaifoundation.org

  continue reading

فصل ها

1. Transforming Human-Computer Interaction with OpenVINO (00:00:00)

2. Introduction to Building Chatbots with OpenVINO (00:00:06)

3. The Evolution of Human-Computer Interaction (00:01:29)

4. Chatbots Beyond Language Models (00:03:10)

5. OpenVINO: Optimizing Models for Intel Hardware (00:05:32)

6. Memory Management and Model Compression (00:09:13)

7. Real-World Deployment and Examples (00:14:20)

8. Benefits and Future of Edge AI (00:17:50)

9. Q&A on Industry Applications (00:27:04)

66 قسمت

Artwork
iconاشتراک گذاری
 
Manage episode 516130868 series 3574631
محتوای ارائه شده توسط EDGE AI FOUNDATION. تمام محتوای پادکست شامل قسمت‌ها، گرافیک‌ها و توضیحات پادکست مستقیماً توسط EDGE AI FOUNDATION یا شریک پلتفرم پادکست آن‌ها آپلود و ارائه می‌شوند. اگر فکر می‌کنید شخصی بدون اجازه شما از اثر دارای حق نسخه‌برداری شما استفاده می‌کند، می‌توانید روندی که در اینجا شرح داده شده است را دنبال کنید.https://fa.player.fm/legal

The gap between science fiction and reality is closing rapidly. Remember when talking to computers was just a fantasy in movies? Raymond Lo's presentation on building chatbots with OpenVINO reveals how Intel is transforming ordinary PCs into extraordinary AI companions.
Imagine generating a photorealistic teddy bear image in just eight seconds on your laptop's integrated GPU. Or having a natural conversation with a locally-running chatbot that doesn't need cloud connectivity. These scenarios aren't futuristic dreams – they're happening right now thanks to breakthroughs in optimizing AI models for consumer hardware.
The key breakthrough isn't just raw computational power but intelligent optimization. When Raymond's team first attempted to run large language models locally, they didn't face computational bottlenecks – they hit memory walls. Models simply wouldn't fit in available RAM. Through sophisticated compression techniques like quantization, they've reduced memory requirements by 75% while maintaining remarkable accuracy. The Neural Network Compression Framework (NNCF) now allows developers to experiment with different compression techniques to find the perfect balance between size and performance.
What makes this particularly exciting is the deep integration with Windows and other platforms. Microsoft's AI Foundry now incorporates OpenVINO technology, meaning when you purchase a new PC, it comes ready to deliver optimized AI experiences out of the box. This represents a fundamental shift in how we think about computing – from tools we command with keyboards and mice to companions we converse with naturally.
For developers, OpenVINO offers a treasure trove of resources – hundreds of notebooks with examples ranging from computer vision to generative AI. This dramatically accelerates development cycles, turning what used to take months into weeks. As Raymond revealed, even complex demos can be created in just two weeks using these tools.
Ready to transform your PC into an AI powerhouse? Explore OpenVINO today and join the revolution in human-computer interaction. Your next conversation partner might be sitting on your desk already.

Send us a text

Support the show

Learn more about the EDGE AI FOUNDATION - edgeaifoundation.org

  continue reading

فصل ها

1. Transforming Human-Computer Interaction with OpenVINO (00:00:00)

2. Introduction to Building Chatbots with OpenVINO (00:00:06)

3. The Evolution of Human-Computer Interaction (00:01:29)

4. Chatbots Beyond Language Models (00:03:10)

5. OpenVINO: Optimizing Models for Intel Hardware (00:05:32)

6. Memory Management and Model Compression (00:09:13)

7. Real-World Deployment and Examples (00:14:20)

8. Benefits and Future of Edge AI (00:17:50)

9. Q&A on Industry Applications (00:27:04)

66 قسمت

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