Create README.md

README.md

@@ -0,0 +1,37 @@
+---
+language:
+- it
+license: mit
+tags:
+- generated_from_trainer
+widget:
+- text: 'Ciao, sono Giacomo. Vivo a Milano e lavoro da Armani. '
+  example_title: Example 1
+- text: 'Domenica andrò allo stadio con Giovanna a guardare la Fiorentina. '
+  example_title: Example 2
+base_model: nickprock/bert-italian-finetuned-ner
+---
+# Bert Italian NER ONNX avx512
+This model is the onnx version of nickprock/bert-italian-finetuned-ner.
+
+
+To use you need to intall following libraries:
+
+```bash
+pip install optimum onnxruntime onnx
+```
+
+And run with the following script:
+
+```python
+import time
+from transformers import AutoTokenizer, pipeline
+from optimum.onnxruntime import ORTModelForTokenClassification
+
+tokenizer = AutoTokenizer.from_pretrained("z-uo/bert-italian-ner-onnx-quantized-avx512")
+model = ORTModelForTokenClassification.from_pretrained("z-uo/bert-italian-ner-onnx-quantized-avx512")
+nerpipeline = pipeline('ner', model=model, tokenizer=tokenizer)
+
+text = "La sede storica della Olivetti è ad Ivrea"
+output = nerpipeline(text)
+```