本篇是阅读袁洋老师“从范畴论角度理解foundation model”一文后的一些读后感和注解。如有错误,烦请指正。先附上论文链接:On the Power of Foundation Models 文章的目的:用范畴论的框架来解释foundation model在做什么 旧有的语言--初等函数论的角度:我们希望学习一个函数f:X→Y so that accurately predicts the ...
袁洋_RLChina-on-the-power-of-foundation-model_watermark.pdf,点击即可下载。包含的报告内容,文档格式为PDF,大小1.51MB,页数25页,字数约5852字,欢迎会员下载
作为机器学习领域目前最前沿的相关研究,foundation models(中文通常称之为大模型)在各机器学习的任务上都有亮眼的表现,随之而来的是学术界越来越多的反思和抨击:这两年鲜有如resnet、transformer等彻底改变深度学习格局的论文,而大模型通过参数和算力的极致堆料,在各任务上一次又一次刷新记录---深度学习变成了少数大厂...
Deploying and running foundation models (FM) at the edge of the network present some unique challenges related to resource constraint on the edge server. In this talk, we present a PoV on the business use cases that are driving some of the requirements for running FM on the Edge and how ...
The rise of foundation models that power the growth of generative AI and other AI use cases offers exciting possibilities—yet it also raises new questions and concerns about their ethical design, development, deployment, and use. TheIBM AI Ethics BoardpublicationFoundation models: Opportunities, risk...
of this relevant and timely topic within the general scientific community. As FL allows self-interested data owners to collaboratively train models, end-users can become co-creators of AI solutions. By adopting federated learning approaches, we can leverage distributed data and computing power ...
If you are not looking to train models with billions of parameters from scratch, this is likely the wrong library to use. For generic inference needs, we recommend you use the Hugging Face transformers library instead which supports GPT-NeoX models.Why GPT-NeoX?
正在翻译,请等待...[translate] aThe models of comparative advantage developed are built on the foundation of country differences. 被开发的比较的优势的模型基于国家区别的基础。[translate]
If you create a Windows client or are using Windows PowerShell, Xrm.Tooling provides a set of APIs that use the SDK assemblies to provide additional capabilities and resources specifically for Windows client development. More information:Build Windows client applications using the XRM tools ...
Use the power of generative AI to create infinitely scalable vector images, logos, icons and illustrations for your website, business or app. Enjoy 50% off with this discount code BFF2023 🤑 JSON Data AI Create AI-generated API endpoints. Get JSON data about anything with a prompt. Turn ...