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CSMPT7b is a large Czech language model continously pretrained on 272b training tokens from English [MPT7b](https://huggingface.co/mosaicml/mpt-7b) model. Model was pretrained on ~67b token [Large Czech Collection](https://huggingface.co/datasets/BUT-FIT/but_lcc) using Czech tokenizer, obtained using our vocabulary swap method (see below).
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Training was done on [Karolina](https://www.it4i.cz/en) cluster.
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# Evaluation
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Dev eval at CS-HellaSwag (automatically translated HellaSwag benchmark).
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| Model | CS-HellaSwag Accuracy |
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CSMPT7b is a large Czech language model continously pretrained on 272b training tokens from English [MPT7b](https://huggingface.co/mosaicml/mpt-7b) model. Model was pretrained on ~67b token [Large Czech Collection](https://huggingface.co/datasets/BUT-FIT/but_lcc) using Czech tokenizer, obtained using our vocabulary swap method (see below).
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Training was done on [Karolina](https://www.it4i.cz/en) cluster.
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# <span style="color:red">BUT Model Roster</span>
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- [BUT-FIT/CSTinyLlama-1.2B](https://huggingface.co/BUT-FIT/CSTinyLlama-1.2B)
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- [BUT-FIT/Czech-GPT-2-XL-133k](https://huggingface.co/BUT-FIT/Czech-GPT-2-XL-133k)
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- [BUT-FIT/csmpt7b](https://huggingface.co/BUT-FIT/csmpt7b)
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# Evaluation
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Dev eval at CS-HellaSwag (automatically translated HellaSwag benchmark).
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| Model | CS-HellaSwag Accuracy |
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