Eldan 和 Li 最近在 TinyStories(一个用于神经网络英语教学的高质量数据集)上所做的工作表明,事实上,高质量数据的影响远远超出了这一点:提高数据质量可以极大地改变缩放定律的形状,可能允许将大型模型的性能与更精简的训练/模型相匹配。在这项工作中,我们超越了 Eldan 和 Li 的最初尝试,表明高质量数据甚至可以提高...
标题:Textbooks Are All You Need II: phi-1.5 technical report 机构:微软研究院 相关领域:大模型 作者:Yuanzhi Li, Sébastien Bubeck, Ronen Eldan 分析:该论文继续探索小基于Transformer的语言模型的威力,这种模型可以产生英语上文。后者工作提出了使用现有的大规模语言模型(LLM)生成“教科书质量”数据来提高学习过...
based on manual inspection of random samples we observe that many of these snippets are not very instructive for learning the basics of coding, and suffer from several drawbacks:
Textbooks are All You Need: Filtering of Existing Code Datasets Using a Transformer-based Classifier by knapsack Sep 12, 2024 #generative-ai Textbooks are All You Need: Creation of Synthetic Textbook-quality Datasets by knapsack Sep 12, 2024 #generative-ai Join HackerNoonLatest tech...
Textbooks Are All You Need Suriya Gunasekar, Yi Zhang, Jyoti Aneja, Caio Cesar, Teodoro Mendes, Allie Del Giorno, Sivakanth Gopi, Mojan Javaheripi, Piero Kauffmann, Gustavo de Rosa, Olli Saarikivi, Adil Salim, Shital Shah, Harkirat Singh Behl, ...
The title "Textbooks Are All You Need" is a clever reference to the well-known concept in AI "Attention is All You Need." But here they flip the idea - rather than focusing on the model architecture itself, they show the value of high-quality, curated training data like you'd find in...
PDF BOOK SEARCH is your search engine for PDF files. As of today we have 100,926,536 eBooks for you to download for free. No annoying ads, no download limits, enjoy it and don't forget to bookmark and share.Download free eBooks or read books online for f
[...]non-university education in Galicia, entails that some subjects changed the language they are taught, and in accordance with Article 13 seu, which states that materialsandtextbooksforsubjects taught in Galician and Castilian shall be in the language of the subject is taught, it becomes nece...
We are committed to providing access to content for all users when, where, and how they need it. Learn About Accessibility Faculty Sampling Discover the benefits of bringing rich, engaging digital content to your campus. Learn More Education and Business Solutions ...
隐私政策 Buy our textbooks, learn new subjects and skills on your own, or get the materials to prep for certifications. Our academic books cover a wide range of topics, from accounting to world languages. Shop Now Textbooks Browse our catalog of textbooks and eBooks. We offer flexible and ac...