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Commit From AutoTrain

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.gitattributes CHANGED
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+ *.pkl filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ tags: autotrain
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+ language: en
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+ widget:
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+ - text: "I love AutoTrain 🤗"
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+ datasets:
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+ - crcb/autotrain-data-imp_hs
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+ co2_eq_emissions: 15.91710539314839
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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: 753423062
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+ - CO2 Emissions (in grams): 15.91710539314839
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+
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+ ## Validation Metrics
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+
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+ - Loss: 0.5205655694007874
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+ - Accuracy: 0.7746741154562383
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+ - Macro F1: 0.5796696218586866
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+ - Micro F1: 0.7746741154562382
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+ - Weighted F1: 0.7602379277947592
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+ - Macro Precision: 0.6976905233970596
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+ - Micro Precision: 0.7746741154562383
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+ - Weighted Precision: 0.7628815999440115
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+ - Macro Recall: 0.557144871405371
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+ - Micro Recall: 0.7746741154562383
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+ - Weighted Recall: 0.7746741154562383
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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/crcb/autotrain-imp_hs-753423062
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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("crcb/autotrain-imp_hs-753423062", use_auth_token=True)
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+
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+ tokenizer = AutoTokenizer.from_pretrained("crcb/autotrain-imp_hs-753423062", 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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+ {
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+ "_name_or_path": "AutoTrain",
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+ "_num_labels": 3,
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+ "architectures": [
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+ "RobertaForSequenceClassification"
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+ ],
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+ "bos_token_id": 0,
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+ "hidden_act": "gelu",
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "0",
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+ },
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+ },
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+ "layer_norm_eps": 1e-05,
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+ "max_length": 256,
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+ "max_position_embeddings": 514,
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+ "model_type": "roberta",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 12,
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+ "pad_token_id": 1,
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+ "padding": "max_length",
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+ "position_embedding_type": "absolute",
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+ "problem_type": "single_label_classification",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.15.0",
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+ "type_vocab_size": 1,
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+ "use_cache": true,
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+ "vocab_size": 50265
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+ }
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