Create README.md

README.md

@@ -0,0 +1,41 @@
+---
+language: ca
+license: cc-by-sa-4.0
+datasets:
+- wikipedia
+- cc100
+widget:
+- text: "Jo <mask> japonès."
+- text: "Jo sóc <mask>."
+- text: "Ell està una mica <mask>."
+- text: "És un bon <mask>."
+- text: "M'agradaria menjar una <mask>."
+---
+
+## RoBERTa Catalan base model (Uncased)
+
+### Prerequisites
+
+transformers==4.19.2
+
+### Model architecture
+
+This model uses RoBERTa base setttings except vocabulary size.
+
+### 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 [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/roberta-base-catalan')
+unmasker("Jo <mask> japonès.")
+```