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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # Language Detection Model
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+ ## Overview
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+ This model is designed for language detection. It can classify text into three languages: English, Russian, and Uzbek.
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+
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+ ## Usage
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+ - Load the model using the Hugging Face Transformers library.
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+ - Preprocess your text data.
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+ - Make predictions with the model.
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+
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+ ## Model Files
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+ - `config.json`: Model configuration.
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+ - `pytorch_model.bin`: Model weights.
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+
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+ ## Example
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+ Here's how to use the model in Python:
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+ ```python
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+ # Load the model
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+ from transformers import AutoModelForSequenceClassification, AutoTokenizer
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+
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+ model = AutoModelForSequenceClassification.from_pretrained("your-username/language_detection_model")
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+ tokenizer = AutoTokenizer.from_pretrained("your-username/language_detection_model")
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+
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+ # Preprocess your text and make predictions
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+ text = "This is an example text."
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+ inputs = tokenizer(text, return_tensors="pt")
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+ outputs = model(**inputs)
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+ predicted_class = outputs.logits.argmax().item()