---
library_name: peft
license: apache-2.0
language:
- ru
pipeline_tag: text-generation
---

Use in the same way as IlyaGusev/saiga2_7b_lora.

WARNING! Load tokenizer as AutoTokenizer.from_pretrained(model_path, use_fast=True)

Up to 60% faster generation and 35% training (on identical russian text sequences!) with HF because of different tokenizer.

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

## Training procedure

ruadapt mistral trained on saiga corpuses.
The quality is slightly worse than the IlyaGusev/saiga_mistral_7b_lora, but faster because of tokenizer.