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2 changes: 1 addition & 1 deletion projects/chargpt/readme.md
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chargpt trains a character-level language model.

We support three settings: 1 convenience setting and 2 "benchmark" settings that have acedemic literature results:
We support three settings: 1 convenience setting and 2 "benchmark" settings that have academic literature results:

- a user specified `input.txt` file that we train an LM on (e.g. get tiny-shakespear (1.1MB of data) [here](https://raw.githubusercontent.com/karpathy/char-rnn/master/data/tinyshakespeare/input.txt))
- TODO [text8](http://mattmahoney.net/dc/textdata.html): also derived from Wikipedia text but all XML is removed and is lowercased to only 26 characters of
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