aift-model-review-multiple-label-classification
Browse files- README.md +13 -13
- config.json +1 -1
- model.safetensors +1 -1
- runs/Jan29_07-53-38_aift-review-classification-multiple-label/events.out.tfevents.1706514828.aift-review-classification-multiple-label.3346014.2 +3 -0
- runs/Jan31_02-43-55_aift-review-classification-multiple-label/events.out.tfevents.1706669076.aift-review-classification-multiple-label.3776416.0 +3 -0
- runs/Jan31_02-43-55_aift-review-classification-multiple-label/events.out.tfevents.1706669435.aift-review-classification-multiple-label.3776416.1 +3 -0
- training_args.bin +1 -1
README.md
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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:
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- Accuracy Thresh: 0.
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy Thresh |
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### Framework versions
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- Transformers 4.37.
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- Pytorch 2.0.0+cu118
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- Datasets 2.16.1
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- Tokenizers 0.15.0
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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: 1.9102
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- Accuracy Thresh: 0.9324
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## Model description
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| Training Loss | Epoch | Step | Validation Loss | Accuracy Thresh |
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|:-------------:|:-----:|:----:|:---------------:|:---------------:|
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| No log | 1.0 | 407 | 1.0569 | 0.8140 |
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| 2.0882 | 2.0 | 814 | 0.8827 | 0.8299 |
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| 0.8307 | 3.0 | 1221 | 0.9532 | 0.8789 |
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| 0.6022 | 4.0 | 1628 | 1.1407 | 0.9077 |
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| 0.438 | 5.0 | 2035 | 1.2774 | 0.9176 |
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| 0.438 | 6.0 | 2442 | 1.6056 | 0.9212 |
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| 0.363 | 7.0 | 2849 | 1.6522 | 0.9279 |
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| 0.2773 | 8.0 | 3256 | 1.7484 | 0.9301 |
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| 0.2365 | 9.0 | 3663 | 1.7665 | 0.9322 |
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| 0.1952 | 10.0 | 4070 | 1.9102 | 0.9324 |
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### Framework versions
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- Transformers 4.37.2
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- Pytorch 2.0.0+cu118
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- Datasets 2.16.1
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- Tokenizers 0.15.0
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config.json
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.37.
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"vocab_size": 30522
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}
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.37.2",
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"vocab_size": 30522
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}
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model.safetensors
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runs/Jan29_07-53-38_aift-review-classification-multiple-label/events.out.tfevents.1706514828.aift-review-classification-multiple-label.3346014.2
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training_args.bin
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