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distilbert-base-multilingual-cased_regression_finetuned_dcard

Text Classification
Transformers
Safetensors
distilbert
generated_from_trainer
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  1. README.md +17 -15
  2. model.safetensors +1 -1
README.md CHANGED
@@ -15,9 +15,12 @@ should probably proofread and complete it, then remove this comment. -->
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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: 0.6334
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- - Mse: 0.6334
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- - Mae: 0.4908
 
 
 
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  ## Model description
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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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- | 1.055 | 1.0 | 8917 | 0.9565 | 0.9565 | 0.6907 |
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- | 0.8048 | 2.0 | 17834 | 0.7746 | 0.7746 | 0.6010 |
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- | 0.6171 | 3.0 | 26751 | 0.7066 | 0.7066 | 0.5555 |
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- | 0.5647 | 4.0 | 35668 | 0.6739 | 0.6739 | 0.5297 |
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- | 0.5468 | 5.0 | 44585 | 0.6283 | 0.6283 | 0.5066 |
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- | 0.5439 | 6.0 | 53502 | 0.6335 | 0.6335 | 0.5029 |
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- | 0.4582 | 7.0 | 62419 | 0.6354 | 0.6354 | 0.4968 |
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- | 0.4479 | 8.0 | 71336 | 0.6334 | 0.6334 | 0.4908 |
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- | 0.4195 | 9.0 | 80253 | 0.6403 | 0.6403 | 0.4919 |
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- | 0.4137 | 10.0 | 89170 | 0.6401 | 0.6401 | 0.4922 |
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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: 0.6568
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+ - Mse: 0.6568
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+ - Mae: 0.5036
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+ - Rmse: 0.8104
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+ - Mape: inf
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+ - R Squared: 0.5925
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  ## Model description
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  ### Training results
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+ | Training Loss | Epoch | Step | Validation Loss | Mse | Mae | Rmse | Mape | R Squared |
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+ |:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:----:|:---------:|
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+ | 1.0667 | 1.0 | 8917 | 0.9488 | 0.9488 | 0.6910 | 0.9741 | inf | 0.4113 |
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+ | 0.8502 | 2.0 | 17834 | 0.7789 | 0.7789 | 0.6072 | 0.8825 | inf | 0.5167 |
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+ | 0.6093 | 3.0 | 26751 | 0.7659 | 0.7659 | 0.5919 | 0.8751 | inf | 0.5248 |
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+ | 0.5891 | 4.0 | 35668 | 0.7029 | 0.7029 | 0.5537 | 0.8384 | inf | 0.5639 |
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+ | 0.5542 | 5.0 | 44585 | 0.6521 | 0.6521 | 0.5156 | 0.8075 | inf | 0.5954 |
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+ | 0.5475 | 6.0 | 53502 | 0.6414 | 0.6414 | 0.5087 | 0.8009 | inf | 0.6020 |
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+ | 0.4619 | 7.0 | 62419 | 0.6389 | 0.6389 | 0.5015 | 0.7993 | inf | 0.6036 |
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+ | 0.4368 | 8.0 | 71336 | 0.6471 | 0.6471 | 0.5014 | 0.8044 | inf | 0.5985 |
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+ | 0.4106 | 9.0 | 80253 | 0.6568 | 0.6568 | 0.5036 | 0.8104 | inf | 0.5925 |
 
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  ### Framework versions
model.safetensors CHANGED
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