Create README.md

README.md

@@ -0,0 +1,20 @@
+---
+base_model: RefalMachine/mistral_extended_darulm_20_05_24_part1-2_32000_bpe_full_lr1e4_bs256
+datasets:
+- IlyaGusev/saiga_scored
+language:
+- ru
+- en
+---
+
+# Model description
+
+LoRa tuned version of ruadapt mistral 7B v0.1 with extended tokenizer after LEP (Learned Embedding Propagation, paper will be soon) procedure on saiga_scored d7 dataset.
+
+Thanks to the extended tokenizer, the model works more efficiently with the Russian language.
+
+# 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.