Update README.md

README.md

@@ -13,11 +13,11 @@ inference: false
 [<img src="https://i.ibb.co/5Lbwyr1/dicta-logo.jpg" width="300px"/>](https://dicta.org.il)
 
 
-# Model Card for DictaLM-2.0-Instruct
+# Adapting LLMs to Hebrew: Unveiling DictaLM 2.0 with Enhanced Vocabulary and Instruction Capabilities
 
 The DictaLM-2.0-Instruct Large Language Model (LLM) is an instruct fine-tuned version of the [DictaLM-2.0](https://huggingface.co/dicta-il/dictalm2.0) generative model using a variety of conversation datasets.
 
-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 is the instruct-tuned model designed for chat in the GGUF format for use with [LM Studio](https://lmstudio.ai/) or [llama.cpp](https://github.com/ggerganov/llama.cpp). You can try the model out on a live demo [here](https://huggingface.co/spaces/dicta-il/dictalm2.0-instruct-demo).
 
@@ -62,5 +62,13 @@ make the model finely respect guardrails, allowing for deployment in environment
 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}, 
+}
 ```