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# Sequence-Model-Benchmarks-TCN
# Sequence Modeling Benchmarks and Temporal Convolutional Networks (TCN)
This repository contains the experiments done in the work [An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling](#) by Shaojie Bai, J. Zico Kolter and Vladlen Koltun.
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- **Wikitext-103** [LARGE] word-level LM
- **LAMBADA** [LARGE] word-level LM and textual understanding
- **PennTreebank** [MEDIUM] char-level LM
- **Shakespeare** [SMALL] char-level LM (Note: a small dataset)
- **text8** [LARGE] char-level LM
While some of the large datasets are not included in this repo, we use the [observations](#) package to download them, which can be easily installed using pip.
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