Mou11209203
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Browse files- README.md +9 -8
- model.safetensors +1 -1
README.md
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This model is a fine-tuned version of [distilbert/distilbert-base-multilingual-cased](https://huggingface.co/distilbert/distilbert-base-multilingual-cased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss:
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- Mse:
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- Mae:
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate:
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- train_batch_size: 16
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- eval_batch_size: 16
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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: cosine
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- num_epochs: 10
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Mse | Mae |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|
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### Framework versions
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This model is a fine-tuned version of [distilbert/distilbert-base-multilingual-cased](https://huggingface.co/distilbert/distilbert-base-multilingual-cased) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.8810
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- Mse: 1.8810
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- Mae: 1.0152
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 3e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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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: cosine
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- lr_scheduler_warmup_steps: 206
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Mse | Mae |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|
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| 1.9083 | 1.0 | 2062 | 1.8817 | 1.8817 | 1.0139 |
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| 1.937 | 2.0 | 4124 | 1.8821 | 1.8821 | 1.0167 |
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| 1.8841 | 3.0 | 6186 | 1.8812 | 1.8812 | 1.0160 |
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| 1.7777 | 4.0 | 8248 | 1.8810 | 1.8810 | 1.0152 |
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### Framework versions
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model.safetensors
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size 541314292
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