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--- |
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library_name: peft |
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language: |
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- ru |
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--- |
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Use in the same way as IlyaGusev/saiga2_7b_lora. |
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WARNING! Load tokenizer as AutoTokenizer.from_pretrained(model_path, use_fast=True) |
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Up to 60% faster generation and 35% training (on identical russian text sequences!) with HF because of different tokenizer. |
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Colab: https://colab.research.google.com/drive/109ZhEB6STy-0jO-Z_4ttkWr1jg_FCTRW?usp=sharing |
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Paper: Tikhomirov M., Chernyshev D. Impact of Tokenization on LLaMa Russian Adaptation //arXiv preprint arXiv:2312.02598. – 2023. |
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## Model description |
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Instruction version (Saiga datasets) of Russian adaptation of LLaMa-2-7B by replacing the tokenizer. |
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Paper: Tikhomirov M.M., Chernyshev D.I., Impact of Tokenization on LLaMa Russian Adaptation (will be soon) |
