Update README.md

README.md

@@ -53,4 +53,81 @@ import webdataset as wds
 tar_file = "PackedTar.tar"
 
 hf_dataset = wds.WebDataset(str(tar_root)).decode("pil")
+```
+
+# Additional Information
+
+## Recursal's Vision
+
+> To make AI accessible to everyone, regardless of language, or economical status
+
+This is the collective goal of the `RWKV Open Source foundation` and `Recursal AI`, the commercial entity who backs it.
+
+We believe that AI should not be controlled by a select few individual organization. And that it should be made accessible regardless if you are rich or poor, or a native speaker of english.
+
+### About RWKV
+
+RWKV is an Open Source, non profit group, under the linux foundation. Focused on developing the RWKV AI architecture, in accordence to our vision.
+
+The RWKV architecture scales efficiently and economically. As an RNN & Transformer hybrid, it is able to provide the performance similar to leading transformer models, while having the compute and energy efficiency of an RNN based architecture.
+
+You can find out more about the project, and latest models, at the following
+
+- [https://blog.rwkv.com](https://blog.rwkv.com)
+- [https://wiki.rwkv.com](https://wiki.rwkv.com)
+
+
+### About Recursal AI
+
+Recursal AI, is the commercial entity built to provide support for RWKV model development and users, while providing commercial services via its public cloud, or private-cloud / on-premise offerings.
+
+As part of our vision. Our commitment, is to ensure open source development and access to the best foundational AI models and datasets. 
+
+The following dataset/models provided here, is part of that commitment.
+
+You can find out more about recursal AI here
+
+- [https://recursal.ai](https://recursal.ai)
+- [https://blog.recursal.ai](https://blog.recursal.ai)
+
+### Licensing Information
+
+Since this dataset is derived from a public crawl of reddit, the original content may be subject to copyright and other licensing terms set by the original site owner and/or the content creators.  
+Additionally, this dataset is for research and archival purposes only.
+
+Recursal Waifus (The banner image) are licensed under CC-BY-SA. 
+They do not represent the related websites in any official capacity unless otherwise or announced by the website. 
+You may use them as a banner image. However, you must always link back to the dataset.
+
+### Citation Information
+
+If you use this dataset in your research or project, please cite it as follows:
+
+```TeX
+@dataset{OKRedditVisionary,
+  title = {OKReddit-Visionary},
+  year = {2024},
+  publisher = {KaraKaraWitch},
+  url = {<https://huggingface.co/datasets/recursal/OKReddit-Visionary>}
+}
+```
+
+Additionally, pleace cite the following source bibtex as well.
+```TeX
+@article{,
+title= {Reddit comments/submissions 2005-06 to 2023-12},
+journal= {},
+author= {stuck_in_the_matrix, Watchful1, RaiderBDev},
+year= {},
+url= {},
+abstract= {Reddit comments and submissions from 2005-06 to 2023-09 collected by pushshift and u/RaiderBDev.
+
+These are zstandard compressed ndjson files. Example python scripts for parsing the data can be found here https://github.com/Watchful1/PushshiftDumps
+
+The more recent dumps are collected by u/RaiderBDev and questions can be submitted here https://github.com/ArthurHeitmann/arctic_shift},
+keywords= {reddit},
+terms= {},
+license= {},
+superseded= {}
+}
 ```