databoks-irfan
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databoks-irfan/socmed-comment-roberta-base-indonesian-smsa
Browse files
README.md
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---
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tags:
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- generated_from_trainer
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metrics:
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# socmed-comment-roberta-base-indonesian-smsa
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This model
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Accuracy: 0.
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- F1: 0.
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- Precision: 0.
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- Recall: 0.
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## Model description
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs:
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### Training results
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---
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license: mit
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base_model: w11wo/indonesian-roberta-base-sentiment-classifier
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tags:
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- generated_from_trainer
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metrics:
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# socmed-comment-roberta-base-indonesian-smsa
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This model is a fine-tuned version of [w11wo/indonesian-roberta-base-sentiment-classifier](https://huggingface.co/w11wo/indonesian-roberta-base-sentiment-classifier) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3133
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- Accuracy: 0.8930
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- F1: 0.8928
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- Precision: 0.8927
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- Recall: 0.8930
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## Model description
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 2
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### Training results
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config.json
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{
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"_name_or_path": "
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"architectures": [
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"RobertaForSequenceClassification"
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],
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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": "
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"1": "
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"2": "
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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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"
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"
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"
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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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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"total_flos": 1.1223329811709559e+19,
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"transformers_version": "4.36.2",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size":
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}
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{
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"_name_or_path": "w11wo/indonesian-roberta-base-sentiment-classifier",
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"architectures": [
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"RobertaForSequenceClassification"
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],
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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": "positive",
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"1": "neutral",
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"2": "negative"
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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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"negative": 2,
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"neutral": 1,
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"positive": 0
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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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": "4.36.2",
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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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model.safetensors
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training_args.bin
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