国产三级大片在线观看-国产三级电影-国产三级电影经典在线看-国产三级电影久久久-国产三级电影免费-国产三级电影免费观看

Set as Homepage - Add to Favorites

【????? ?????? ?????? ??? ????? ????】Meta’s Llama has memorized huge portions of Harry Potter

Source：Feature Flash Editor：relaxation Time：2025-07-03 00:01:29

Meta's Llama model has memorized Harry Potter and ????? ?????? ?????? ??? ????? ????the Sorcerer's Stoneso well that it can reproduce verbatim excerpts from 42 percent of the book, according to a new study.

Researchers from Stanford, Cornell, and West Virginia University analyzed dozens of books from the now-infamous Books3 dataset, a collection of pirated books used to train Meta's Llama models. Books3 is also at the center of a copyright infringement lawsuit against Meta,Kadrey v. Meta Platforms, Inc.The study's authors say their findings could have major implications for AI companies facing similar lawsuits.

According to the research paper, the Llama 3.1 model "memorizes some books, like Harry Potterand 1984, almost entirely." Specifically, the study found that Llama 3.1 has memorized 42 percent of the first Harry Potter book so well that it can reproduce verbatim excerpts at least 50 percent of the time. Overall, Llama 3.1 could reproduce excerpts from 91 percent of the book, though not as consistently.

You May Also Like

"The extent of verbatim memorization of books from the Books3 dataset is more significant than previously described," said the paper. But the researchers also discovered that "memorization varies widely from model to model and from book to book within each model, as well as varying in different parts of individual books." For example, the study estimated that Llama 3.1 only memorized 0.13 percent of Sandman Slimby Richard Kadrey, one of the lead plaintiffs in the class action copyright suit against Meta.

So, while some of the paper's findings seem damning, don't call it a smoking gun for plaintiffs in AI copyright infringement cases.

Mashable Light Speed Want more out-of-this world tech, space and science stories? Sign up for Mashable's weekly Light Speed newsletter. By clicking Sign Me Up, you confirm you are 16+ and agree to our Terms of Use and Privacy Policy. Thanks for signing up!

"These results give everyone in the AI copyright debate something to latch on to," wrote journalist Timothy B. Lee in his Understanding AI newsletter. "Divergent results like these could cast doubt on whether it makes sense to lump J.K. Rowling, Richard Kadrey, and thousands of other authors together in a single mass lawsuit. And that could work in Meta’s favor, since most authors lack the resources to file individual lawsuits."

Why is Llama able to reproduce some books more than others? "I suspect that the difference is because Harry Potter is a much more famous book. It's widely quoted and I'm sure that substantial excerpts from it on third-party websites found their way into the training data on the web," said James Grimmelmann, a professor of digital and information law at Cornell University, who was cited in the paper.

What this also shows, Grimmelmann said, is that "AI companies can make choices that increase or reduce memorization. It's not an inevitable feature of AI; they have control over it."

Meta and other AI companies have argued that using copyrighted works to train their models is protected under fair use, a complex legal doctrine. However, the extent of memorization could complicate those arguments.

“Yes, I do think that the likelihood that LLMs are memorizing more than previously thought changes the copyright analysis,” Robert Brauneis, a professor with the George Washington University Law School, said in an email to Mashable. He concluded that the study’s findings could ultimately weaken Meta’s fair use argument.

We asked Meta for comment on the study's findings, and we'll update this article if we receive a response.

Disclosure: Ziff Davis, Mashable’s parent company, in April filed a lawsuit against OpenAI, alleging it infringed Ziff Davis copyrights in training and operating its AI systems.

0.1578s , 10001.1640625 kb

Copyright © 2025 Powered by 【????? ?????? ?????? ??? ????? ????】Meta’s Llama has memorized huge portions of Harry Potter,Feature Flash  

Sitemap

Top 主站蜘蛛池模板： 伊人影院五月天入口 | 国产高清无码日韩一区 | 日韩永久免费69页 | 亚洲永久精品ww11永久入口 | 九九视频在线观看视频 | 日本熟妇japanese丰满 | 538国产视频 | 老司机午夜视频 | 欧美三级爆乳吃奶在线观看 | 欧美成人日韩 | 在线欧美精品第1页 | 把女人弄特爽黄a大片 | 国产精东剧天美传媒影视林凤娇 | 国产精品一区一影视 | 国产三级手机在线 | 国产丰满美女a级毛片 | 丁香精无码一区二区三区 | 欧美XXXXX俄罗斯乱妇 | 九九精品视频在线 | 精品日产一卡2卡三卡网站 精品日产一卡二卡 | 国产福利久久青青草原 | 久久a热 | 久久久久成人精品亚洲国产av综合 | 瑟瑟视频在线观看 | 中文字幕精品在线 | 欧美 亚洲 有码中文字幕 | 亚洲情在线 | 国产精品久久久久久影院 | 国产精品久久久精品视频 | 999精品在线 | 国产一级a毛一级a看免费视频 | av一区二区人妻无码 | 黄网址在线永久免费观看 | 精品国产一区二区三区四区在线看 | 国产av无码片毛片一久 | 日韩国产一级一区精品 | 日本又色又爽又黄又免费网站 | jizz日本老师 | 成人性生交A片免费网 | 日韩成人毛片高清视频免费看 | 麻豆视传媒免费版 |