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09/11/2023
Textbooks Are All You Need II: phi-1.5 technical report
We continue the investigation into the power of smaller Transformer-base...
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03/22/2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Artificial intelligence (AI) researchers have been developing and refini...
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06/09/2022
Unveiling Transformers with LEGO: a synthetic reasoning task
We propose a synthetic task, LEGO (Learning Equality and Group Operation...
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02/17/2021
Non-asymptotic approximations of neural networks by Gaussian processes
We study the extent to which wide neural networks may be approximated by...
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09/26/2019
Stability of Talagrand's influence inequality
We strengthen several classical inequalities concerning the influences o...
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04/15/2019
Depth Separations in Neural Networks: What is Actually Being Separated?
Existing depth separation results for constant-depth networks essentiall...
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12/12/2015
