Update README.md

README.md

@@ -12,11 +12,11 @@ inference: false
 [<img src="dicta-logo.jpg" width="300px"/>](https://dicta.org.il)
 
 
-# Model Card for DictaLM-2.0-AWQ
+# Adapting LLMs to Hebrew: Unveiling DictaLM 2.0 with Enhanced Vocabulary and Instruction Capabilities
 
 The DictaLM-2.0 Large Language Model (LLM) is a pretrained generative text model with 7 billion parameters trained to specialize in Hebrew text. 
 
-For full details of this model please read our [release blog post](https://dicta.org.il/dicta-lm).
+For full details of this model please read our [release blog post](https://dicta.org.il/dicta-lm) or the [technical report](https://arxiv.org/abs/2407.07080).
 
 This model contains the AWQ 4-bit quantized version of the base model [DictaLM-2.0](https://huggingface.co/dicta-il/dictalm2.0).
 
@@ -66,5 +66,13 @@ DictaLM 2.0 is a pretrained base model and therefore does not have any moderatio
 If you use this model, please cite:
 
 ```bibtex
-[Will be added soon]
+@misc{shmidman2024adaptingllmshebrewunveiling,
+      title={Adapting LLMs to Hebrew: Unveiling DictaLM 2.0 with Enhanced Vocabulary and Instruction Capabilities}, 
+      author={Shaltiel Shmidman and Avi Shmidman and Amir DN Cohen and Moshe Koppel},
+      year={2024},
+      eprint={2407.07080},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2407.07080}, 
+}
 ```