第四範式戴文淵談“遷移學習”:知識轉移能力加速AI發展
第四範式公司創始人、CEO戴文淵做客格隆匯高端訪談《格隆博士會客廳》。談及論文中提到過的“遷移學習”,戴文淵表示,通俗地解釋,遷移學習是一種知識轉移或知識遷移的能力。人其實是有非常好的遷移學習能力。例如,有的人數學學得比較好,就會發現學物理也會簡單一點,因為學物理的時候能把數學的一些能力遷移過來。回看2005年,當時絕大多數的AI跟遷移學習是沒有關係的,好比你學數學學得再好,去學物理還是從頭再來。當時的AI需要大量的樣本訓練才能“學好”,就是因為沒有遷移學習的能力。而在大模型時代,遷移學習已經成為比較普遍的、大家都在用的一種能力,所以會有小樣本學習(Few-shot Learning),甚至是零樣本學習(Zero-shot Learning),實際上這都是因為有遷移學習的能力,最後才能夠達到這樣的效果。
Follow us
Find us on
Facebook,
Twitter ,
Instagram, and
YouTube or frequent updates on all things investing.Have a financial topic you would like to discuss? Head over to the
uSMART Community to share your thoughts and insights about the market! Click the picture below to download and explore uSMART app!

Disclaimers
uSmart Securities Limited (“uSmart”) is based on its internal research and public third party information in preparation of this article. Although uSmart uses its best endeavours to ensure the content of this article is accurate, uSmart does not guarantee the accuracy, timeliness or completeness of the information of this article and is not responsible for any views/opinions/comments in this article. Opinions, forecasts and estimations reflect uSmart’s assessment as of the date of this article and are subject to change. uSmart has no obligation to notify you or anyone of any such changes. You must make independent analysis and judgment on any matters involved in this article. uSmart and any directors, officers, employees or agents of uSmart will not be liable for any loss or damage suffered by any person in reliance on any representation or omission in the content of this article. The content of this article is for reference only. It does not constitute an offer, solicitation, recommendation, opinion or guarantee of any securities, financial products or instruments.The content of the article is for reference only and does not constitute any offer, solicitation, recommendation, opinion or guarantee of any securities, virtual assets, financial products or instruments. Regulatory authorities may restrict the trading of virtual asset-related ETFs to only investors who meet specified requirements.
Investment involves risks and the value and income from securities may rise or fall. Past performance is not indicative of future performance.