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Commit From AutoTrain

Browse files
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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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+ - text-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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+ - ReporterMarina/autotrain-data-more_brokers
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+ co2_eq_emissions:
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+ emissions: 0.13075876324223337
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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: Multi-class Classification
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+ - Model ID: 81853141865
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+ - CO2 Emissions (in grams): 0.1308
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+
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+ ## Validation Metrics
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+
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+ - Loss: 1.096
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+ - Accuracy: 0.333
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+ - Macro F1: 0.167
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+ - Micro F1: 0.333
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+ - Weighted F1: 0.167
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+ - Macro Precision: 0.111
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+ - Micro Precision: 0.333
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+ - Weighted Precision: 0.111
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+ - Macro Recall: 0.333
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+ - Micro Recall: 0.333
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+ - Weighted Recall: 0.333
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+
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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/ReporterMarina/autotrain-more_brokers-81853141865
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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 AutoModelForSequenceClassification, AutoTokenizer
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+
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+ model = AutoModelForSequenceClassification.from_pretrained("ReporterMarina/autotrain-more_brokers-81853141865", use_auth_token=True)
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+
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+ tokenizer = AutoTokenizer.from_pretrained("ReporterMarina/autotrain-more_brokers-81853141865", 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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+ "hidden_dropout_prob": 0.1,
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+ "id2label": {
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+ "0": "broker fee",
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+ "1": "no broker fee",
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+ "2": "unknown"
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+ },
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+ "intermediate_size": 3072,
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+ "broker fee": 0,
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+ "no broker fee": 1,
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+ "position_biased_input": false,
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+ "relative_attention": true,
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+ "transformers_version": "4.29.2",
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+ "type_vocab_size": 0,
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+ }
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