Update model description #55
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Please help to resolve this issue: #56 |
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Job PR-55/4 is complete. |
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| Use the following command to run the AWDRNN language model setting | ||
| All the language models are trained with this script: :download:`this example script <word_language_model.py>`. |
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Link is broken. <language_model/word_language_model.py>
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| +----------------+-----------------------------+----------------------------+----------------------------------+---------------------------------+-------------------------------+ | ||
| | Model | awd_lstm_lm_1150_wikitext-2 | awd_lstm_lm_600_wikitext-2 | standard_lstm_lm_1500_wikitext-2 | standard_lstm_lm_650_wikitext-2 | standard_lstm_lm_200_wikitext | | ssd_512_vgg16_atrous_voc | |
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This table didn't render properly. http://gluon-nlp-staging.s3-accelerate.dualstack.amazonaws.com/PR-55/4/scripts/index.html#word-language-model
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| .. code-block:: bash | ||
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| $ python word_language_model.py --gpus 0 --tied --save awd_lstm_lm_1150_wikitext-2 # Val PPL 73.32 Test PPL 69.74 |
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You can put the performance along with [1] awd_lstm_lm_1150_wikitext-2, such as [1] awd_lstm_lm_1150_wikitext-2 (Val PPL 73.32 Test PPL 69.74):
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Job PR-55/5 is complete. |
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| Use the following command to run the AWDRNN language model setting (emsize=400, nhid=1,150) | ||
| Merity, S., et al. "`Regularizing and optimizing LSTM language models <https://openreview.net/pdf?id=SyyGPP0TZ>`_". ICLR 2018 | ||
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Job PR-55/7 is complete. |
* update model description with reference to paper, add table and numbers to clarity * update table * update table * update rst
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