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Commit From AutoTrain

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README.md ADDED
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+ ---
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+ tags:
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+ - autotrain
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+ - token-classification
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+ language:
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+ - en
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+ widget:
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+ - text: "I love AutoTrain 🤗"
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+ datasets:
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+ - hemangjoshi37a/autotrain-data-ratnakar_1000_sample_curated
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+ co2_eq_emissions:
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+ emissions: 2.1802563684907916
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+ ---
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+
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+ # Model Trained Using AutoTrain
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+
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+ - Problem type: Entity Extraction
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+ - Model ID: 1474454086
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+ - CO2 Emissions (in grams): 2.1803
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+
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+ ## Validation Metrics
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+
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+ - Loss: 0.177
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+ - Accuracy: 0.957
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+ - Precision: 0.839
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+ - Recall: 0.888
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+ - F1: 0.863
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+
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+ ## Usage
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+
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+ You can use cURL to access this model:
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+
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+ ```
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+ $ curl -X POST -H "Authorization: Bearer YOUR_API_KEY" -H "Content-Type: application/json" -d '{"inputs": "I love AutoTrain"}' https://api-inference.huggingface.co/models/hemangjoshi37a/autotrain-ratnakar_1000_sample_curated-1474454086
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+ ```
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+
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+ Or Python API:
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+
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+ ```
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+ from transformers import AutoModelForTokenClassification, AutoTokenizer
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+
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+ model = AutoModelForTokenClassification.from_pretrained("hemangjoshi37a/autotrain-ratnakar_1000_sample_curated-1474454086", use_auth_token=True)
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+
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+ tokenizer = AutoTokenizer.from_pretrained("hemangjoshi37a/autotrain-ratnakar_1000_sample_curated-1474454086", use_auth_token=True)
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+
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+ inputs = tokenizer("I love AutoTrain", return_tensors="pt")
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+
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+ outputs = model(**inputs)
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+ ```
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