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ruadapt_saiga2_7b_v0.1
rccmsu/ruadapt_saiga2_7b_v0.1
ruadapt_saiga2_7b_v0.1 is a text generation model from rccmsu. Use it when you need the model to write or continue text. It is set up for peft.
Use in the same way as IlyaGusev/saiga27blora.
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At a glance
- Task
- Text Generation
- Library
- peft
- Access
- Public
- Created
- Nov 26, 2023
- Updated
- Jan 15, 2024
- SHA
- d571ae61
Model card
From the Hugging Face model README
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.
Colab: https://colab.research.google.com/drive/109ZhEB6STy-0jO-Z_4ttkWr1jg_FCTRW?usp=sharing
Paper: Tikhomirov M., Chernyshev D. Impact of Tokenization on LLaMa Russian Adaptation //arXiv preprint arXiv:2312.02598. – 2023.
Model description
Instruction version (Saiga datasets) of Russian adaptation of LLaMa-2-7B by replacing the tokenizer. Paper: Tikhomirov M.M., Chernyshev D.I., Impact of Tokenization on LLaMa Russian Adaptation (will be soon)
- Task
- Text Generation
- Library
- peft
- Languages
- ru
- Created
- Nov 26, 2023
- Updated
- Jan 15, 2024