---
language:
- ru
license: apache-2.0
---
# Descripton:

This is ruadapt version of upstage/SOLAR-10.7B-v1.0 model with tokenizer replacement. Additionally to previous work, the model was adapted in two stages: 1) vocabulary optimization, and 2) additional attention fine-tuning using LoRa. 

# How to cite:

Tikhomirov M., Chernyshev D. Impact of Tokenization on LLaMa Russian Adaptation //arXiv preprint arXiv:2312.02598. – 2023.