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Training Google’s Reformer - takeaways, code, and weights

svilentodorov.xyz · published 17 March 2020

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https://ai.googleblog.com/2020/01/reformer-efficient-transformer.html
ai.googleblog.com
https://github.com/cybertronai/gradient-checkpointing
github.com
https://github.com/google/trax/blob/master/trax/models/reformer/reformer.py
github.com
https://arxiv.org/abs/2001.04451
arxiv.org
https://github.com/google/trax
github.com
https://github.com/Tenoke/trax-reformer/
github.com
https://mega.nz/
mega.nz
https://colab.research.google.com/drive/1VSaQingkpMDf730ARlo2dw5vCBVOgt17
colab.research.google.com
https://colab.research.google.com/github/google/trax/blob/master/trax/models/reformer/text_generation.ipynb
colab.research.google.com
https://github.com/google/trax/blob/master/trax/configs/reformer_enwik8.gin
github.com
https://github.com/Tenoke/trax-reformer/blob/master/configs.py
github.com
https://dumps.wikimedia.org/backup-index.html
dumps.wikimedia.org
https://colab.research.google.com/drive/15WCdIYju3A4UOY1-JGt7NTlw0jMLJYXZ
colab.research.google.com
https://github.com/huggingface/tokenizers
github.com
https://colab.research.google.com/drive/1letuN1YbhI8cxJIL059Bp7J6ga_kXkeP
colab.research.google.com
https://github.com/Tenoke/trax-reformer/blob/master/sample.py
github.com
https://github.com/Tenoke/trax-reformer/blob/master/rating-args.dict
github.com
https://www.pragmatic.ml/a-survey-of-methods-for-incorporating-long-term-context
pragmatic.ml