Llama 3.2, Ai Snake Oil, And Gen Ai For Sustainability
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Summary of “What Comes Next in Open Source?”

Summary of “What Comes Next in Open Source?”

The video discusses the evolving landscape of open source AI models, emphasizing the recent release of LLAMA 3.2 and its implications for sustainable development and enterprise applications. The panel of experts highlights the importance of smaller, energy-efficient models in tackling real-world problems while balancing computational demands and environmental considerations.

Key Points

  • The panelists express optimism about open source AI models potentially surpassing proprietary models in the near future.
  • LLAMA 3.2 features lightweight versions enabling IoT and edge use cases, along with multimodal vision support for tasks like image captioning.
  • Smaller models (1-3 billion parameters) are becoming more prevalent, improving accessibility and efficiency for various applications.
  • AI’s sustainability impact is significant, with high energy consumption and water usage noted during model operation and data center maintenance.
  • AI is increasingly being employed in fields like climate modeling and prediction for sustainable development goals.
  • The future focus is expected to be on enhancing open-source models through community contributions, emphasizing accessibility and safety improvements.
  • Emerging technologies must balance computational responsibility with ecological considerations to mitigate their environmental footprints.
  • Prithvi models are introduced, combining weather and climate data for improved forecasting and predictions, available as open-source.

Youtube Channel: IBM Technology
Video Published: 2024-09-27T11:33:51+00:00

Video Description:
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Meta releases Llama 3.2! In Episode 22 of Mixture of Experts, host Tim Hwang is joined by Maryam Ashoori, Skyler Speakman, and Shobhit Varshney to debrief an exciting week of AI news. First, Meta is back with the release of Llama 3.2, and lightweight (1B/3B) models. Next, it’s Climate Week NYC, we chat the use of gen AI in achieving sustainable development goals. Specifically, IBM and NASA’s AI model for weather and climate. Finally, the book version of “AI Snake Oil” officially dropped and the authors claim they will be wrong in 2.5 years. What do our experts think? Tune-in today to find out!

0:00 – Intro
1:08 – Llama 3.2
12:32 – AI Snake Oil
22:54 – Generative AI and sustainability

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The opinions expressed in this podcast are solely those of the participants and do not necessarily reflect the views of IBM or any other organization or entity.