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CSTinyLlama-1.2B is a Czech language model continously pretrained on 168b training tokens from English [TinyLLama-2.5T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T) 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.
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Training was done on [Karolina](https://www.it4i.cz/en) cluster.
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# Loss
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Below we
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- (i) demonstrate the convergence speed of released model (`TINYLLAMA1.2B_cztokenizer64k_align1.7k_tllama1.1B_C2048_lr1e-04_150k`, at 160k step).
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CSTinyLlama-1.2B is a Czech language model continously pretrained on 168b training tokens from English [TinyLLama-2.5T](https://huggingface.co/TinyLlama/TinyLlama-1.1B-intermediate-step-1195k-token-2.5T) 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.
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Training was done on [Karolina](https://www.it4i.cz/en) cluster.
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# <span style="color:blue">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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# Loss
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Below we
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- (i) demonstrate the convergence speed of released model (`TINYLLAMA1.2B_cztokenizer64k_align1.7k_tllama1.1B_C2048_lr1e-04_150k`, at 160k step).
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