Update README.md

README.md

@@ -7,6 +7,12 @@ language:
 - en
 ---
 
-## Model description
+# Model description
 
-LoRa tuned version of RefalMachine/llama3_extended_darulm_20_05_24_part1-2_64000_bpe_full_lr2e4_bs256 after LEP (Learned Embedding Propagation, paper will be soon) procedure on saiga_scored d7 dataset.
+LoRa tuned version of RefalMachine/llama3_extended_darulm_20_05_24_part1-2_64000_bpe_full_lr2e4_bs256 after LEP (Learned Embedding Propagation, paper will be soon) procedure on saiga_scored d7 dataset.
+
+# How to cite:
+
+Tikhomirov M., Chernyshev D. Facilitating large language model Russian adaptation with Learned Embedding Propagation // 2024 (will be soon)
+
+Tikhomirov M., Chernyshev D. Impact of Tokenization on LLaMa Russian Adaptation //2023 Ivannikov Ispras Open Conference (ISPRAS). – IEEE, 2023. – С. 163-168.