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Even if GPT-2 were released, very very few would have the hardware to run it because of gpu ram running out (and doing some sort of load-unload system would mak
by baalimago 7y ago
Even if GPT-2 were released, very very few would have the hardware to run it because of gpu ram running out (and doing some sort of load-unload system would make training times unfeasibly long). And those who have the hardware to run it, has probably already made a version of their own or reasons not to. So I'm wondering if this GPT-2 hype is a genuine concern of openai, or if it's mostly a PR flex to say 'Look at us, we made a good model!'.
As an example, look here by Nvidia
https://devblogs.nvidia.com/training-bert-with-gpus/ https://devblogs.nvidia.com/training-bert-with-gpus/
who made GPT-2 8B, which is ~5 times as large as GPT-2.