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fixes minor typo in data prep README #73

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fixes minor typo in data prep README #73

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2 changes: 1 addition & 1 deletion data_prep/README.md
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Expand Up @@ -10,7 +10,7 @@ We follow the [Llama paper](https://arxiv.org/abs/2302.13971) and tried our best

### Commoncrawl

We downlaod five dumps from Commoncrawl, and run the dumps through the official [`cc_net` pipeline](https://github.com/facebookresearch/cc_net).
We download five dumps from Commoncrawl, and run the dumps through the official [`cc_net` pipeline](https://github.com/facebookresearch/cc_net).
We then deduplicate on the paragraph level, and filter out low quality text using a linear classifier trained to
classify paragraphs as Wikipedia references or random Commoncrawl samples.

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