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03/07/2022
Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer
Hyperparameter (HP) tuning in deep learning is an expensive process, pro...
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11/17/2021
GFlowNet Foundations
Generative Flow Networks (GFlowNets) have been introduced as a method to...
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06/17/2021
LoRA: Low-Rank Adaptation of Large Language Models
The dominant paradigm of natural language processing consists of large-s...
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11/30/2020