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distilbert-base-multilingual-cased_regression_finetuned_ptt
Mou11209203/distilbert-base-multilingual-cased_regression_finetuned_ptt
distilbert-base-multilingual-cased_regression_finetuned_ptt is a text classification model from Mou11209203. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Apr 14, 2024
- Updated
- Apr 15, 2024
- SHA
- 43ac7c54
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Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
distilbert-base-multilingual-cased_regression_finetuned_ptt
This model is a fine-tuned version of distilbert/distilbert-base-multilingual-cased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.8809
- Mse: 1.8809
- Mae: 1.0160
- Rmse: 1.3715
- Mape: inf
- R Squared: 0.0000
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 3e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 206
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Mse | Mae | Rmse | Mape | R Squared |
|---|---|---|---|---|---|---|---|---|
| 1.9028 | 1.0 | 2062 | 1.8809 | 1.8809 | 1.0147 | 1.3715 | inf | 0.0000 |
| 1.9381 | 2.0 | 4124 | 1.8831 | 1.8831 | 1.0177 | 1.3723 | inf | -0.0011 |
| 1.8691 | 3.0 | 6186 | 1.8809 | 1.8809 | 1.0160 | 1.3715 | inf | 0.0000 |
| 1.7741 | 4.0 | 8248 | 1.8809 | 1.8809 | 1.0153 | 1.3715 | inf | 0.0000 |
| 1.6734 | 5.0 | 10310 | 1.8809 | 1.8809 | 1.0143 | 1.3715 | inf | 0.0000 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.2.1
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Apr 14, 2024
- Updated
- Apr 15, 2024