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baumhaus.digital/Miscellanous/Presentations/AE53/Green Illusions & Solarpunk Dreams: The Future of Digital Sustainability/Digitale Opulenz: GPU-rich/GPU-poors
"Then there are a whole host of startups and open-source researchers who are struggling with far fewer GPUs. They are spending significant time and effort attempting to do things that simply don’t help, or frankly, matter...What can be done commercially in GPU-poor environment is mostly irrelevant to a world that will be flooded by more than 3.5 million H100s by the end of next year...The underdogs should be focusing on tradeoffs that improve model performance or token to token latency...Europe will fall behind in this race due to the lack of ability to make big investments and choosing to stay GPU-poor..."

(Patel & Nishball, 2023, Google Gemini Eats The World)
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