Update README.md

README.md

@@ -9,7 +9,7 @@ license: gpl-3.0
 
 Welcome to the inaugural release of the Tamil LLaMA 7B instruct model – an important step in advancing LLMs for the Tamil language. This model is ready for immediate inference and is also primed for further fine-tuning to cater to your specific NLP tasks.
 
-To dive deep into the development and capabilities of this model, please read the [research paper](https://arxiv.org/abs/) and the [introductory blog post](https://intro.com) that outlines our journey and the model's potential impact.
+To dive deep into the development and capabilities of this model, please read the [research paper](https://arxiv.org/abs/2311.05845) and the [introductory blog post (WIP)]() that outlines our journey and the model's potential impact.
 
 ## Model description
 
@@ -20,6 +20,7 @@ The Tamil LLaMA models have been enhanced and tailored specifically with an exte
 - **License:** GNU General Public License v3.0
 - **Finetuned from model:** [abhinand/tamil-llama-7b-base-v0.1](https://huggingface.co/abhinand/tamil-llama-7b-base-v0.1)
 - **Training Precision:** `float16`
+- **Code:** [GitHub](https://github.com/abhinand5/tamil-llama)
 
 ## Prompting Format
 
@@ -66,7 +67,17 @@ Get to know the creators behind this innovative model and follow their contribut
 
 ## Citation
 
-*Citation info will be added here once the paper is published*
-
+If you use this model or any of the the Tamil-Llama datasets in your research, please cite:
+
+```bibtex
+@misc{balachandran2023tamilllama,
+      title={Tamil-Llama: A New Tamil Language Model Based on Llama 2}, 
+      author={Abhinand Balachandran},
+      year={2023},
+      eprint={2311.05845},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```
 
 We hope this model serves as a valuable tool in your NLP toolkit and look forward to seeing the advancements it will enable in the understanding and generation of the Tamil language.