Industrial AI Podcast
NeurIPS 24: Faster than Flash Attention
Dec 18, 2024
In this discussion, Sepp Hochreiter, a pioneer in advanced language models, shares insights from the NeurIPS conference. He reveals exciting details about the xLSTM 7B model, emphasizing its efficiency and unique features that differentiate it from typical LLMs. The conversation dives into the evolving landscape of AI in Europe, touching upon challenges and innovations that balance human creativity with technology. Hochreiter also discusses the rapid advancements in machine learning, particularly regarding the energy efficiency and speed of new frameworks.
45:42
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Quick takeaways
- The podcast highlights the shift in AI from merely scaling models to developing tailored applications that address industrial challenges effectively.
- Sepp Hochreiter emphasizes the importance of innovative methodologies in overcoming the AI community's dependence on dwindling new data sources.
Deep dives
NeurIPS Conference Highlights
The podcast discusses experiences from the NeurIPS conference, which attracted over 16,000 attendees. Personal highlights include meetings with influential AI researchers like Max Welling and Fei Fei Li, emphasizing the open-mindedness of European researchers. A significant concern raised during the conference was about the AI community's dependency on data, signaling that many researchers feel the field is running low on new data sources. This dilemma points to the necessity for the community to set new goals and seek innovative ideas to make progress.
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