Update for paper release

README.md

@@ -20,7 +20,7 @@ dataset_info:
     num_examples: 968000015
   download_size: 466888198663
   dataset_size: 2766953721769
-license: apache-2.0
+license: odc-by
 task_categories:
 - text-generation
 language:
@@ -32,9 +32,9 @@ size_categories:
 
 # 📀 Falcon RefinedWeb
 
-**Falcon RefinedWeb is a massive English web dataset built by [TII](https://www.tii.ae) and released under an Apache 2.0 license.**
+**Falcon RefinedWeb is a massive English web dataset built by [TII](https://www.tii.ae) and released under an ODC-By 1.0 license.**
 
-*Paper coming soon 😊.*
+See the 📓 [paper on arXiv](https://arxiv.org/abs/2306.01116) for more details. 
 
 RefinedWeb is built through stringent filtering and large-scale deduplication of CommonCrawl; we found models trained on RefinedWeb to achieve performance in-line or better than models trained on curated datasets, while only relying on web data. 
 
@@ -58,7 +58,7 @@ RefinedWeb is the main dataset we have used for training the [Falcon LLM](https:
 ## Dataset Description
 
 * **Homepage:** [falconllm.tii.ae](falconllm.tii.ae)
-* **Paper:** coming soon 😊
+* **Paper:** [https://arxiv.org/abs/2306.01116](https://arxiv.org/abs/2306.01116)
 * **Point of Contact:** [falconllm@tii.ae](mailto:falconllm@tii.ae)
 
 ### Dataset Summary
@@ -151,11 +151,21 @@ Despite our best efforts to filter content that does not qualify as natural lang
 
 ### Licensing Information
 
-Apache 2.0.
+This public extract is made available under an [ODC-By 1.0](https://opendatacommons.org/licenses/by/1-0/) license; users should also abide to the [CommonCrawl ToU](https://commoncrawl.org/terms-of-use/). 
 
 ### Citation Information
 
-Paper coming soon 😊.
+```
+@article{refinedweb,
+  title={The {R}efined{W}eb dataset for {F}alcon {LLM}: outperforming curated corpora with web data, and web data only},
+  author={Guilherme Penedo and Quentin Malartic and Daniel Hesslow and Ruxandra Cojocaru and Alessandro Cappelli and Hamza Alobeidli and Baptiste Pannier and Ebtesam Almazrouei and Julien Launay},
+  journal={arXiv preprint arXiv:2306.01116},
+  eprint={2306.01116},
+  eprinttype = {arXiv},
+  url={https://arxiv.org/abs/2306.01116},
+  year={2023}
+}
+```
 
 ### Contact
 falconllm@tii.ae