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cyber_regression_model

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roberta
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README.md CHANGED
@@ -14,6 +14,11 @@ should probably proofread and complete it, then remove this comment. -->
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  # cyber_regression_model
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  This model is a fine-tuned version of [FacebookAI/roberta-large](https://huggingface.co/FacebookAI/roberta-large) on an unknown dataset.
 
 
 
 
 
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  ## Model description
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@@ -40,6 +45,42 @@ The following hyperparameters were used during training:
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  - lr_scheduler_type: linear
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  - num_epochs: 30
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  ### Framework versions
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  - Transformers 4.39.3
 
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  # cyber_regression_model
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  This model is a fine-tuned version of [FacebookAI/roberta-large](https://huggingface.co/FacebookAI/roberta-large) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.0306
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+ - Mse: 0.0306
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+ - Mae: 0.1453
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+ - R2: 0.7738
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  ## Model description
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  - lr_scheduler_type: linear
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  - num_epochs: 30
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Mse | Mae | R2 |
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+ |:-------------:|:-----:|:------:|:---------------:|:------:|:------:|:------:|
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+ | 0.013 | 1.0 | 10304 | 0.0306 | 0.0306 | 0.1453 | 0.7738 |
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+ | 0.0093 | 2.0 | 20608 | 0.0101 | 0.0101 | 0.0676 | 0.9252 |
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+ | 0.0064 | 3.0 | 30912 | 0.0124 | 0.0124 | 0.0791 | 0.9080 |
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+ | 0.0048 | 4.0 | 41216 | 0.0096 | 0.0096 | 0.0706 | 0.9291 |
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+ | 0.0039 | 5.0 | 51520 | 0.0076 | 0.0076 | 0.0568 | 0.9438 |
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+ | 0.0033 | 6.0 | 61824 | 0.0090 | 0.0090 | 0.0603 | 0.9336 |
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+ | 0.0035 | 7.0 | 72128 | 0.0074 | 0.0074 | 0.0548 | 0.9455 |
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+ | 0.0024 | 8.0 | 82432 | 0.0073 | 0.0073 | 0.0504 | 0.9460 |
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+ | 0.002 | 9.0 | 92736 | 0.0068 | 0.0068 | 0.0495 | 0.9494 |
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+ | 0.0018 | 10.0 | 103040 | 0.0073 | 0.0073 | 0.0525 | 0.9459 |
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+ | 0.0016 | 11.0 | 113344 | 0.0067 | 0.0067 | 0.0470 | 0.9507 |
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+ | 0.0013 | 12.0 | 123648 | 0.0068 | 0.0068 | 0.0512 | 0.9499 |
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+ | 0.0013 | 13.0 | 133952 | 0.0076 | 0.0076 | 0.0557 | 0.9435 |
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+ | 0.0012 | 14.0 | 144256 | 0.0066 | 0.0066 | 0.0493 | 0.9508 |
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+ | 0.0009 | 15.0 | 154560 | 0.0069 | 0.0069 | 0.0476 | 0.9492 |
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+ | 0.0009 | 16.0 | 164864 | 0.0065 | 0.0065 | 0.0479 | 0.9517 |
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+ | 0.0008 | 17.0 | 175168 | 0.0067 | 0.0067 | 0.0476 | 0.9502 |
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+ | 0.0007 | 18.0 | 185472 | 0.0075 | 0.0075 | 0.0530 | 0.9445 |
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+ | 0.0006 | 19.0 | 195776 | 0.0067 | 0.0067 | 0.0495 | 0.9508 |
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+ | 0.0006 | 20.0 | 206080 | 0.0068 | 0.0068 | 0.0485 | 0.9500 |
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+ | 0.0004 | 21.0 | 216384 | 0.0066 | 0.0066 | 0.0452 | 0.9512 |
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+ | 0.0004 | 22.0 | 226688 | 0.0071 | 0.0071 | 0.0506 | 0.9473 |
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+ | 0.0003 | 23.0 | 236992 | 0.0069 | 0.0069 | 0.0490 | 0.9492 |
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+ | 0.0003 | 24.0 | 247296 | 0.0068 | 0.0068 | 0.0468 | 0.9495 |
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+ | 0.0003 | 25.0 | 257600 | 0.0067 | 0.0067 | 0.0474 | 0.9501 |
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+ | 0.0002 | 26.0 | 267904 | 0.0068 | 0.0068 | 0.0477 | 0.9498 |
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+ | 0.0002 | 27.0 | 278208 | 0.0070 | 0.0070 | 0.0486 | 0.9482 |
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+ | 0.0002 | 28.0 | 288512 | 0.0067 | 0.0067 | 0.0469 | 0.9503 |
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+ | 0.0001 | 29.0 | 298816 | 0.0068 | 0.0068 | 0.0478 | 0.9497 |
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+ | 0.0002 | 30.0 | 309120 | 0.0068 | 0.0068 | 0.0473 | 0.9498 |
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+
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+
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  ### Framework versions
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  - Transformers 4.39.3
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