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