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Ludo33
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deberta_rse

Text Classification
Transformers
Safetensors
deberta-v2
Generated from Trainer
text-embeddings-inference
Model card Files
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End of training

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  1. README.md +12 -11
  2. model.safetensors +1 -1
README.md CHANGED
@@ -19,9 +19,9 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [microsoft/deberta-v3-base](https://huggingface.co/microsoft/deberta-v3-base) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.0133
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- - Accuracy: 0.9975
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- - F1: 0.9975
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  ## Model description
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@@ -53,14 +53,15 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
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- | 0.8835 | 1.0 | 276 | 0.2417 | 0.9275 | 0.9260 |
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- | 0.31 | 2.0 | 552 | 0.1901 | 0.9487 | 0.9481 |
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- | 0.2026 | 3.0 | 828 | 0.1182 | 0.9700 | 0.9700 |
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- | 0.1348 | 4.0 | 1104 | 0.0689 | 0.9841 | 0.9841 |
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- | 0.1088 | 5.0 | 1380 | 0.0284 | 0.9939 | 0.9939 |
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- | 0.0604 | 6.0 | 1656 | 0.0217 | 0.9950 | 0.9950 |
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- | 0.0436 | 7.0 | 1932 | 0.0208 | 0.9961 | 0.9961 |
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- | 0.0388 | 8.0 | 2208 | 0.0133 | 0.9975 | 0.9975 |
 
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  ### Framework versions
 
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  This model is a fine-tuned version of [microsoft/deberta-v3-base](https://huggingface.co/microsoft/deberta-v3-base) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.0243
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+ - Accuracy: 0.9961
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+ - F1: 0.9961
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
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+ | 0.8808 | 1.0 | 276 | 0.2620 | 0.9237 | 0.9242 |
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+ | 0.3108 | 2.0 | 552 | 0.2273 | 0.9471 | 0.9470 |
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+ | 0.2543 | 3.0 | 828 | 0.1193 | 0.9700 | 0.9700 |
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+ | 0.1788 | 4.0 | 1104 | 0.1284 | 0.9702 | 0.9705 |
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+ | 0.1296 | 5.0 | 1380 | 0.0549 | 0.9891 | 0.9891 |
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+ | 0.0669 | 6.0 | 1656 | 0.0398 | 0.9927 | 0.9927 |
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+ | 0.0658 | 7.0 | 1932 | 0.0299 | 0.9957 | 0.9957 |
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+ | 0.0379 | 8.0 | 2208 | 0.0216 | 0.9964 | 0.9964 |
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+ | 0.0312 | 9.0 | 2484 | 0.0243 | 0.9961 | 0.9961 |
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  ### Framework versions
model.safetensors CHANGED
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