cagri coltekin commited on
Commit
2982026
1 Parent(s): 7236ba8

First version.

Browse files
README.md ADDED
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+ ---
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+ language: tr
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+ datasets:
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+ - tremo
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+ ---
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+
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+ # BERTurk fine-tuned on emotion classification
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+
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+ This model is [BERTurk cased](https://huggingface.co/dbmdz/bert-base-turkish-cased)
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+ model finetuned on the [TREMO](http://demir.cs.deu.edu.tr/TREMO) data
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+ set for Turkis emotion classification.
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+
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+ The macro-average F1 score of the model is approximately 94% on a
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+ randomly set aside development set of 2k instances.
config.json ADDED
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+ {
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+ "_name_or_path": "final-model",
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+ "architectures": [
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+ "BertForSequenceClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "classifier_dropout": null,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "Anger",
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+ "1": "Disgust",
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+ "2": "Fear",
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+ "3": "Happy",
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+ "4": "Sadness",
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+ "5": "Surprise"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "Anger": 0,
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+ "Disgust": 1,
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+ "Fear": 2,
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+ "Happy": 3,
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+ "Sadness": 4,
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+ "Surprise": 5
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "max_position_embeddings": 512,
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+ "model_type": "bert",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 12,
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+ "pad_token_id": 0,
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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": "4.25.1",
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+ "type_vocab_size": 2,
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+ "use_cache": true,
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+ "vocab_size": 32000
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+ }
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