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fine-tuned-paraphrase-bert-en
mynameisdidit/fine-tuned-paraphrase-bert-en
fine-tuned-paraphrase-bert-en is a text classification model from mynameisdidit. Use it when you need a label for a piece of text. It is set up for transformers.
Model Card for Model ID Model Details Developed by: Ditoprasetyo Rusharsono Soemarso
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Jun 12, 2024
- Updated
- Jun 12, 2024
- SHA
- 450b99f2
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Model card
From the Hugging Face model README
Model Card for Model ID Model Details Developed by: Ditoprasetyo Rusharsono Soemarso
Model type: [BERT]
License: [License under which the model is distributed, e.g., Apache License 2.0]
Finetuned from model: [If applicable, mention the pre-trained model used for fine-tuning]
Evaluation Metrics
Accuracy: Approximately 84.31%
F1 Score: Approximately 0.8877
Training Results
Global Step: 1377
Training Loss: Approximately 0.2528
Training Runtime: Approximately 252.901 seconds (or about 4 minutes and 13 seconds)
Train Samples per Second: Approximately 43.511
Train Steps per Second: Approximately 5.445
Total FLOPs: Approximately 4.05e14 FLOPs
Epochs: Completed 3 epochs
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Created
- Jun 12, 2024
- Updated
- Jun 12, 2024