Create README.md

README.md

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+---
+pipeline_tag: text-classification
+language: 
+  - it
+tags:
+- cross-encoder
+- sentence-similarity
+- transformers
+---
+# Cross-Encoder
+
+<p align="center">
+    <img src="https://www.exibart.com/repository/media/2020/07/bridget-riley-cool-edge.jpg" width="400"> </br>
+    Bridget Riley, COOL EDGE
+</p>
+
+## Training Data
+
+This model was trained on a custom ranking dataset. 
+
+## Usage and Performance
+
+```python
+from sentence_transformers import CrossEncoder
+model = CrossEncoder('efederici/cross-encoder-distilbert-it')
+scores = model.predict([('Sentence 1', 'Sentence 2'), ('Sentence 3', 'Sentence 4')])
+```
+
+The model will predict scores for the pairs `('Sentence 1', 'Sentence 2')` and `('Sentence 3', 'Sentence 4')`.