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deberta-v3-base-finetuned-t_value

Text Classification
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deberta-v2
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text-embeddings-inference
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microsoft/deberta-v3-base-finetuned-t_value

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Files changed (5) hide show
  1. README.md +9 -9
  2. config.json +1 -1
  3. model.safetensors +1 -1
  4. runs/Jun25_22-24-51_8619c8f6a36e/events.out.tfevents.1719354291.8619c8f6a36e.841.4 +3 -0
  5. training_args.bin +1 -1
README.md CHANGED
@@ -18,9 +18,9 @@ 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 an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.2716
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- - Accuracy: 0.98
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- - F1: 0.9809
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  ## Model description
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@@ -51,15 +51,15 @@ 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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- | 0.698 | 1.0 | 26 | 0.6761 | 0.515 | 0.6370 |
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- | 0.6297 | 2.0 | 52 | 0.4980 | 0.88 | 0.9103 |
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- | 0.432 | 3.0 | 78 | 0.3608 | 0.975 | 0.9776 |
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- | 0.3087 | 4.0 | 104 | 0.3076 | 0.965 | 0.9696 |
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- | 0.2497 | 5.0 | 130 | 0.2716 | 0.98 | 0.9809 |
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  ### Framework versions
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- - Transformers 4.41.1
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  - Pytorch 2.3.0+cu121
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  - Tokenizers 0.19.1
 
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  This model is a fine-tuned version of [microsoft/deberta-v3-base](https://huggingface.co/microsoft/deberta-v3-base) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.2736
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+ - Accuracy: 0.97
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+ - F1: 0.9726
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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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+ | 0.6946 | 1.0 | 26 | 0.6792 | 0.395 | 0.5181 |
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+ | 0.6304 | 2.0 | 52 | 0.4900 | 0.82 | 0.8706 |
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+ | 0.4186 | 3.0 | 78 | 0.3621 | 0.97 | 0.9726 |
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+ | 0.2977 | 4.0 | 104 | 0.3089 | 0.97 | 0.9726 |
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+ | 0.2423 | 5.0 | 130 | 0.2736 | 0.97 | 0.9726 |
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  ### Framework versions
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+ - Transformers 4.41.2
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  - Pytorch 2.3.0+cu121
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  - Tokenizers 0.19.1
config.json CHANGED
@@ -29,7 +29,7 @@
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  "relative_attention": true,
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  "share_att_key": true,
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  "torch_dtype": "float32",
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- "transformers_version": "4.41.1",
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  "type_vocab_size": 0,
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  "vocab_size": 128100
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  }
 
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  "relative_attention": true,
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  "share_att_key": true,
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  "torch_dtype": "float32",
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+ "transformers_version": "4.41.2",
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  "type_vocab_size": 0,
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  "vocab_size": 128100
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  }
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runs/Jun25_22-24-51_8619c8f6a36e/events.out.tfevents.1719354291.8619c8f6a36e.841.4 ADDED
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