abhishek HF staff commited on
Commit
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Commit From AutoNLP

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.gitattributes CHANGED
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  *.zip filter=lfs diff=lfs merge=lfs -text
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+ *.pkl filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ tags: autonlp
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+ language: de
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+ widget:
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+ - text: "I love AutoNLP 🤗"
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+ datasets:
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+ - muhtasham/autonlp-data-Doctor_DE
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+ co2_eq_emissions: 396.5529429198159
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+ ---
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+
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+ # Model Trained Using AutoNLP
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+
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+ - Problem type: Single Column Regression
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+ - Model ID: 24595547
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+ - CO2 Emissions (in grams): 396.5529429198159
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+
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+ ## Validation Metrics
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+
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+ - Loss: 1.9565489292144775
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+ - MSE: 1.9565489292144775
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+ - MAE: 0.9890901446342468
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+ - R2: -7.68965036332947e-05
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+ - RMSE: 1.3987668752670288
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+ - Explained Variance: 0.0
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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 AutoNLP"}' https://api-inference.huggingface.co/models/muhtasham/autonlp-Doctor_DE-24595547
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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("muhtasham/autonlp-Doctor_DE-24595547", use_auth_token=True)
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+
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+ tokenizer = AutoTokenizer.from_pretrained("muhtasham/autonlp-Doctor_DE-24595547", use_auth_token=True)
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+
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+ inputs = tokenizer("I love AutoNLP", return_tensors="pt")
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+
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+ outputs = model(**inputs)
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+ ```
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+ "_name_or_path": "AutoNLP",
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+ "architectures": [
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+ "ElectraForSequenceClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "embedding_size": 1024,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 1024,
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+ "id2label": {
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+ "0": "target"
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+ "initializer_range": 0.02,
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+ "label2id": {
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "max_length": 128,
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+ "max_position_embeddings": 512,
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+ "model_type": "electra",
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+ "num_attention_heads": 16,
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+ "num_hidden_layers": 24,
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+ "pad_token_id": 0,
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+ "padding": "max_length",
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+ "position_embedding_type": "absolute",
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+ "problem_type": "regression",
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+ "summary_activation": "gelu",
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+ "summary_last_dropout": 0.1,
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+ "summary_type": "first",
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+ "summary_use_proj": true,
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+ "transformers_version": "4.8.0",
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+ "type_vocab_size": 2,
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+ "vocab_size": 31102
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+ }
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tokenizer.json ADDED
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tokenizer_config.json ADDED
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vocab.txt ADDED
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