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by visarga
1977 days ago
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They are too expensive to run - hundreds of GB of GPU memory - so they can't be deployed for the public at large yet, kind of like the SGI workstations from 20 years ago. You can do that and more for cheap today, but not then. I think we can get models about 1/100th the size for general use. That's also the main reason Google is developing TPUs. |
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I don't buy this. OpenAI literally released pricing for GPT-3, so either they grossly miscalculated their cost base (unlikely) or there's some scaling/instability/resourcing issue preventing them from doing so (much more likely).
I think it's telling that they spent the last 6 months on yet another flashy demo (DALL-E) rather than actually productionizing GPT-3. It just feels like constant smoke and mirrors.