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distilbert-base-uncased-finetuned-nlp-letters-TEXT-all-class-weighted

Text Classification
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distilbert
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End of training

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  1. README.md +12 -12
  2. model.safetensors +1 -1
  3. runs/Jul21_20-27-33_089fb13e6219/events.out.tfevents.1721594736.089fb13e6219.3203.7 +3 -0
README.md CHANGED
@@ -17,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.1971
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- - F1: 0.8074
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  ## Model description
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@@ -49,16 +49,16 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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- | No log | 1.0 | 221 | 0.4626 | 0.4757 |
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- | No log | 2.0 | 442 | 0.3475 | 0.5249 |
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- | 0.4696 | 3.0 | 663 | 0.3640 | 0.6746 |
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- | 0.4696 | 4.0 | 884 | 0.6535 | 0.7937 |
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- | 0.2406 | 5.0 | 1105 | 1.1971 | 0.8074 |
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- | 0.2406 | 6.0 | 1326 | 1.2543 | 0.8049 |
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- | 0.1092 | 7.0 | 1547 | 1.5411 | 0.8000 |
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- | 0.1092 | 8.0 | 1768 | 1.6698 | 0.8010 |
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- | 0.1092 | 9.0 | 1989 | 1.7257 | 0.8026 |
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- | 0.0402 | 10.0 | 2210 | 1.7488 | 0.8014 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 1.4144
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+ - F1: 0.7853
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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+ | No log | 1.0 | 221 | 0.4276 | 0.4923 |
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+ | No log | 2.0 | 442 | 0.3833 | 0.6505 |
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+ | 0.4591 | 3.0 | 663 | 0.3890 | 0.7232 |
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+ | 0.4591 | 4.0 | 884 | 0.6723 | 0.7619 |
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+ | 0.231 | 5.0 | 1105 | 1.0259 | 0.7746 |
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+ | 0.231 | 6.0 | 1326 | 1.4144 | 0.7853 |
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+ | 0.114 | 7.0 | 1547 | 1.8246 | 0.7744 |
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+ | 0.114 | 8.0 | 1768 | 1.7844 | 0.7796 |
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+ | 0.114 | 9.0 | 1989 | 1.8719 | 0.7695 |
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+ | 0.0319 | 10.0 | 2210 | 1.8364 | 0.7706 |
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  ### Framework versions
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runs/Jul21_20-27-33_089fb13e6219/events.out.tfevents.1721594736.089fb13e6219.3203.7 ADDED
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