add citation and paper link

README.md

@@ -156,7 +156,7 @@ For the filtering stage, we utilized a set of hand-crafted and tuned filters der
 
 For the deduplication stage, we used minhash approximate deduplication. We deduplicated on 13-grams and used a minhash signature size of 128 and filtered out documents above a Jaccard similarity of 0.4.
 
-For full details on our data processing, see the [Zyda technical report] (TODO LINK) and our [dataset processing code](https://github.com/Zyphra/Zyda_processing).
+For full details on our data processing, see the [Zyda technical report](https://arxiv.org/abs/2406.01981) and our [dataset processing code](https://github.com/Zyphra/Zyda_processing).
 
 
 #### Personal and Sensitive Information
@@ -171,8 +171,17 @@ As a dataset comprised of open web scrapes, it is likely that it contains biased
 
 We are releasing this dataset under the terms of [ODC-BY](https://opendatacommons.org/licenses/by/1-0/). By using this dataset, you are also bound any license agreements and terms of use of the original data sources.
 
-## Citation [optional]
+## Citation
 
 If you use our dataset to train a model, please cite us at:
 
-(-/TODO)
+```
+@misc{tokpanov2024zyda,
+      title={Zyda: A 1.3T Dataset for Open Language Modeling}, 
+      author={Yury Tokpanov and Beren Millidge and Paolo Glorioso and Jonathan Pilault and Adam Ibrahim and James Whittington and Quentin Anthony},
+      year={2024},
+      eprint={2406.01981},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```