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