Create README.md

README.md

@@ -0,0 +1,19 @@
+---
+language: tr
+widget:
+- text: "Mustafa Kemal Atatürk 19 Mayıs 1919'da Samsun'a çıktı."
+---
+
+# Turkish Named Entity Recognition (NER) Quantized Model
+
+This model is the dynamically quantized version of the model
+"akdeniz27/bert-base-turkish-cased-ner"
+
+# How to use: 
+```
+model_onnx = ORTModelForTokenClassification.from_pretrained("akdeniz27/bert-base-turkish-cased-ner-quantized", file_name="model_quantized.onnx")
+tokenizer = AutoTokenizer.from_pretrained("akdeniz27/bert-base-turkish-cased-ner-quantized")
+ner = pipeline('ner', model=model, tokenizer=tokenizer, aggregation_strategy="first")
+ner("<your text here>")
+```
+Pls refer "https://github.com/akdeniz27/dynamic_quantization/blob/main/Dynamic_Quantization.ipynb" for details of quantization.