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# Spanish GPT-2 trained on BETO's corpus (large_spanish_corpus)
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# Spanish GPT-2 trained on BETO's corpus (large_spanish_corpus)
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# BERTIN
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This is a Spanish GPT-2 model trained from scratch on the [large_spanish_corpus]() aka BETO's corpus with [Flax](https://github.com/google/flax)
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This is part of the
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[Flax/Jax Community Week](https://discuss.huggingface.co/t/open-to-the-community-community-week-using-jax-flax-for-nlp-cv/7104), organised by [HuggingFace](https://huggingface.co/) and TPU usage sponsored by Google.
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## Dataset
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The dataset is about 20 GB. 95% of the data was used for training and the rest 5% for validation.
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## Metrics (on evaluation dataset)
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```
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## Team members
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- Javier de la Rosa ([versae](https://huggingface.co/versae))
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- Eduardo González ([edugp](https://huggingface.co/edugp))
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- Paulo Villegas ([paulo](https://huggingface.co/paulo))
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- Pablo González de Prado ([Pablogps](https://huggingface.co/Pablogps))
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- Manu Romero ([mrm8488](https://huggingface.co/))
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- María Grandury ([mariagrandury](https://huggingface.co/))
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## Useful links
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- [Community Week timeline](https://discuss.huggingface.co/t/open-to-the-community-community-week-using-jax-flax-for-nlp-cv/7104#summary-timeline-calendar-6)
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- [Community Week README](https://github.com/huggingface/transformers/blob/master/examples/research_projects/jax-projects/README.md)
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- [Community Week thread](https://discuss.huggingface.co/t/bertin-pretrain-roberta-large-from-scratch-in-spanish/7125)
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- [Community Week channel](https://discord.com/channels/858019234139602994/859113060068229190)
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- [Masked Language Modelling example scripts](https://github.com/huggingface/transformers/tree/master/examples/flax/language-modeling)
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- [Model Repository](https://huggingface.co/flax-community/bertin-roberta-large-spanish/)
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