Update README.md

README.md

@@ -10,7 +10,7 @@ datasets:
 ### Quantized EleutherAI/gpt-neo-2.7B with 8-bit weights
 
 
-This is a version of [BigScience's T0](https://huggingface.co/bigscience/T0_3B) with 3 billion parameters that is modified so you can generate **and fine-tune the model in colab or equivalent desktop gpu (e.g. single 1080Ti)**. Inspired by [GPT-J 8bit](https://huggingface.co/hivemind/gpt-j-6B-8bit). 
+This is a version of [EleutherAI's GPT-Neo](https://huggingface.co/EleutherAI/gpt-neo-2.7B) with 2.7 billion parameters that is modified so you can generate **and fine-tune the model in colab or equivalent desktop gpu (e.g. single 1080Ti)**. Inspired by [GPT-J 8bit](https://huggingface.co/hivemind/gpt-j-6B-8bit). 
 
 Here's how to run it: [![colab](https://camo.githubusercontent.com/84f0493939e0c4de4e6dbe113251b4bfb5353e57134ffd9fcab6b8714514d4d1/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667)](https://colab.research.google.com/drive/1ft6wQU0BhqG5PRlwgaZJv2VukKKjU4Es)
 
@@ -23,33 +23,4 @@ GPT-Neo 2.7B is a transformer model designed using EleutherAI's replication of t
 
 * [EleutherAI](https://www.eleuther.ai)
 * [Hivemind](https://training-transformers-together.github.io/)
-* [Gustave Cortal](https://twitter.com/gustavecortal)
-
-## BibTeX entry and citation info
-
-To cite this model, use
-```bibtex
-@software{gpt-neo,
-  author       = {Black, Sid and
-                  Leo, Gao and
-                  Wang, Phil and
-                  Leahy, Connor and
-                  Biderman, Stella},
-  title        = {{GPT-Neo: Large Scale Autoregressive Language 
-                   Modeling with Mesh-Tensorflow}},
-  month        = mar,
-  year         = 2021,
-  note         = {{If you use this software, please cite it using 
-                   these metadata.}},
-  publisher    = {Zenodo},
-  version      = {1.0},
-  doi          = {10.5281/zenodo.5297715},
-  url          = {https://doi.org/10.5281/zenodo.5297715}
-}
-
-@article{gao2020pile,
-  title={The Pile: An 800GB Dataset of Diverse Text for Language Modeling},
-  author={Gao, Leo and Biderman, Stella and Black, Sid and Golding, Laurence and Hoppe, Travis and Foster, Charles and Phang, Jason and He, Horace and Thite, Anish and Nabeshima, Noa and others},
-  journal={arXiv preprint arXiv:2101.00027},
-  year={2020}
-}
+* [Gustave Cortal](https://twitter.com/gustavecortal)