phucbruh commited on
Commit
f052ff9
1 Parent(s): 28d0cb8

End of training

Browse files
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README.md CHANGED
@@ -1,7 +1,7 @@
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  ---
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  library_name: transformers
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  license: mit
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- base_model: roberta-base
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  tags:
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  - generated_from_trainer
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  model-index:
@@ -14,9 +14,9 @@ should probably proofread and complete it, then remove this comment. -->
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  # my-roberta-for-hateful-meme-classification
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- This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6919
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  ## Model description
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@@ -36,23 +36,28 @@ More information needed
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  The following hyperparameters were used during training:
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  - learning_rate: 5e-05
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- - train_batch_size: 8
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- - eval_batch_size: 8
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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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  - lr_scheduler_warmup_steps: 500
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- - num_epochs: 5
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:----:|:---------------:|
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- | 0.4823 | 1.0 | 1611 | 0.6919 |
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- | 0.4609 | 2.0 | 3222 | 0.7319 |
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- | 0.3615 | 3.0 | 4833 | 0.6982 |
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- | 0.3616 | 4.0 | 6444 | 0.7132 |
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- | 0.5695 | 5.0 | 8055 | 0.7753 |
 
 
 
 
 
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  ### Framework versions
 
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  ---
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  library_name: transformers
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  license: mit
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+ base_model: xlm-roberta-base
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  tags:
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  - generated_from_trainer
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  model-index:
 
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  # my-roberta-for-hateful-meme-classification
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+ This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.6894
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  ## Model description
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  The following hyperparameters were used during training:
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  - learning_rate: 5e-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: linear
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  - lr_scheduler_warmup_steps: 500
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+ - num_epochs: 10
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:----:|:---------------:|
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+ | 0.5181 | 1.0 | 806 | 0.7357 |
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+ | 0.5235 | 2.0 | 1612 | 0.7480 |
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+ | 0.4906 | 3.0 | 2418 | 0.7239 |
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+ | 0.4673 | 4.0 | 3224 | 0.7252 |
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+ | 0.4678 | 5.0 | 4030 | 0.6894 |
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+ | 0.4481 | 6.0 | 4836 | 0.7794 |
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+ | 0.4038 | 7.0 | 5642 | 0.7926 |
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+ | 0.3052 | 8.0 | 6448 | 0.9150 |
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+ | 0.2344 | 9.0 | 7254 | 1.1734 |
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+ | 0.271 | 10.0 | 8060 | 1.1404 |
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  ### Framework versions
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