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deberta-v3-base-finetuned-t_shipping

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microsoft/deberta-v3-base-finetuned-t_shipping

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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_22-27-15_8619c8f6a36e/events.out.tfevents.1719354436.8619c8f6a36e.841.5 +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: 0.2095
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- - Accuracy: 0.945
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- - F1: 0.9450
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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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- | 0.6649 | 1.0 | 26 | 0.5768 | 0.69 | 0.6753 |
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- | 0.402 | 2.0 | 52 | 0.2911 | 0.915 | 0.9150 |
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- | 0.1586 | 3.0 | 78 | 0.2057 | 0.935 | 0.9350 |
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- | 0.1293 | 4.0 | 104 | 0.2297 | 0.935 | 0.9350 |
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- | 0.0826 | 5.0 | 130 | 0.2095 | 0.945 | 0.9450 |
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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: 0.2258
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+ - Accuracy: 0.94
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+ - F1: 0.94
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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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+ | 0.6587 | 1.0 | 26 | 0.5704 | 0.695 | 0.6813 |
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+ | 0.3813 | 2.0 | 52 | 0.2877 | 0.91 | 0.9100 |
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+ | 0.163 | 3.0 | 78 | 0.2055 | 0.945 | 0.9450 |
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+ | 0.1083 | 4.0 | 104 | 0.2040 | 0.945 | 0.9450 |
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+ | 0.0811 | 5.0 | 130 | 0.2258 | 0.94 | 0.94 |
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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_22-27-15_8619c8f6a36e/events.out.tfevents.1719354436.8619c8f6a36e.841.5 ADDED
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