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--- |
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language: es |
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tags: |
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- GPT-2 |
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datasets: |
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- large_spanish_corpus |
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widgets: |
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- text: "Érase un vez un" |
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license: mit |
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--- |
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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](https://huggingface.co/datasets/viewer/?dataset=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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- Loss: 2.413 |
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- Perplexity: 11.36 |
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## Team members |
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- Manuel Romero ([mrm8488](https://huggingface.co/mrm8488)) |
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- María Grandury ([mariagrandury](https://huggingface.co/)) |
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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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## 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/) |
