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@@ -65,8 +65,13 @@ The easiest way is to load the inference api from huggingface and second method
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  ```python
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  # Use a pipeline as a high-level helper
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  from transformers import pipeline
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-
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  pipe = pipeline("token-classification", model="blaze999/deberta-med-ner-2", aggregation_strategy='simple')
 
 
 
 
 
 
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  ```
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  ```python
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  # Use a pipeline as a high-level helper
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  from transformers import pipeline
 
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  pipe = pipeline("token-classification", model="blaze999/deberta-med-ner-2", aggregation_strategy='simple')
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+
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+ # Load model directly
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+ from transformers import AutoTokenizer, AutoModelForTokenClassification
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+
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+ tokenizer = AutoTokenizer.from_pretrained("blaze999/deberta-med-ner-2")
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+ model = AutoModelForTokenClassification.from_pretrained("blaze999/deberta-med-ner-2")
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  ```
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