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Re:Deepseek R1-0528 by bee_rider on Thursday May 29, 2025 @08:30PM (#44131660)
Are you saying that you know they don’t store the data after training?

I’d just assume they did because—why scrape again if you want to train a new model? But if you know otherwise, I’m not tied to this idea.

Re:Deepseek R1-0528 by Wowfunhappy on Friday May 30, 2025 @10:20AM (#44136495)
I'm also assuming. But I would ask the opposite question: why store all that data if you'll have to scrape again anyway?

You will have to scrape again because you want the next AI to get trained on updated data. And, even at the scale needed to train an LLM, storing all of the text on the entire known internet is a very non-trivial task!

Re:Deepseek R1-0528 by anonymoushn on Saturday May 31, 2025 @01:58AM (#44142158)
If you try to reproduce various open datasets like fineweb by scraping the pages again, you can't, because a lot of the pages no longer exist. That's why you would prefer to store them instead of losing the content forever.

It's not "all of the text", it's like less than 100 trillion tokens, which means less than 400TB assuming you don't bother to run the token streams through a general purpose compression algorithm before storing them.