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Biderman: Processing a Wikipedia article in Llama 70B consumes 80GB HBM
“If you take a Lama, a 70 B model, and you load one article from Wikipedia, which is a few tens of kilobytes, and you have the model read this The brain state of the model when reading this few tens of kilobytes is like, 80 gigabytes. 80 gigabytes on, on the HB…”
Dan Biderman Jul 13, 2026 ▶ 22:39 The AI Memory Problem: Why Long Context Isn’t Enough — Dan Biderman, Engram Co-founder & CEO
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