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README.md
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---
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language: ca
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license: cc-by-sa-4.0
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datasets:
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- cc100
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- oscar
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- wikipedia
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widget:
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- text: "M'agrada el clima i el menjar"
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- text: "Ell està una mica"
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---
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## GPT2 Catalan small model Version 2 (Uncased)
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### Prerequisites
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transformers==4.19.2
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### Model architecture
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This model uses parameters based on GPT2 base setttings, but the number of layers is half the size of it.
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### Tokenizer
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Using BPE tokenizer with vocabulary size 50,000.
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### Training Data
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* [wiki40b/ca](https://www.tensorflow.org/datasets/catalog/wiki40b#wiki40bca) (Catalan Wikipedia)
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* Subset of [oscar](https://huggingface.co/datasets/oscar)
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* Subset of [CC-100/ca](https://data.statmt.org/cc-100/) : Monolingual Datasets from Web Crawl Data
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### Usage
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```python
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from transformers import pipeline
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unmasker = pipeline('fill-mask', model='ClassCat/gpt2-small-catalan-v2')
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unmasker("Ell està una mica")
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```
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