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A new front has opened in the U.S.-China competition in artificial intelligence: open-weight, local AI models. Until recently, the most capable AI models were too big and too costly to run anywhere but in giant data centers packed with expensive, specialized chips.
[Submitted on 19 Apr 2023 ( v1 ), last revised 20 Apr 2023 (this version, v2)] Title:Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes Download a PDF of the paper titled Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes, by Simran Arora and Brandon Yang and Sabri Eyuboglu and Avanika Narayan and Andrew Hojel and Immanuel Trummer and Christopher R\'e Download PDF Abstract: A long standing goal of...
Authors: Anne Holler, Justin Zhao, Avanika Narayan,Travis Addair, Devvret Rishi, Piero Molino Ludwig v0.5.0 extends v0.4.1 AutoML for tabular datasets to AutoML for text classification datasets INTRODUCTION Ludwig is an open-source declarative deep learning (DL) framework that enables individuals from a variety of backgrounds to train and deploy state-of-the-art tabular, natural language processing, and computer vision models.
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