Update README.md

README.md

@@ -5,4 +5,46 @@ datasets:
 language:
 - en
 pipeline_tag: text-generation
----
+---
+
+### Model Sources
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** TBD
+- **Paper:** https://arxiv.org/abs/2309.08351
+
+
+### Model Architecture and Objective
+
+This model is a Pythia-70m architecture trained on OpenWebText-2 using the Contrastive Weight Tying objective.
+
+#### Software
+
+[More Information Needed]
+
+## Citation
+
+**BibTeX:**
+
+```bibtex
+@misc{godey2023headless,
+      title={Headless Language Models: Learning without Predicting with Contrastive Weight Tying}, 
+      author={Nathan Godey and Éric de la Clergerie and Benoît Sagot},
+      year={2023},
+      eprint={2309.08351},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```
+
+## Model Card Authors
+
+Nathan Godey
+Eric de la Clergerie
+Benoît Sagot
+
+## Model Card Contact
+
+nathan.godey@inria.fr
+