End of training
Browse files- README.md +9 -9
- config.json +0 -1
- runs/Nov20_08-20-01_HAN/events.out.tfevents.1700439627.HAN.8728.7 +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 imdb dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.7142
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- Accuracy: 0.9309
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## Model description
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| 0.0473 | 1.0 | 1563 | 0.9279 | 0.4618 |
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| 0.0096 | 2.0 | 3126 | 0.929 | 0.5406 |
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| 0.0328 | 3.0 | 4689 | 0.
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| 0.0192 | 4.0 | 6252 | 0.
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| 0.0171 | 5.0 | 7815 | 0.
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| 0.006 | 6.0 | 9378 | 0.
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| 0.0084 | 7.0 | 10941 | 0.
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| 0.0003 | 8.0 | 12504 | 0.
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| 0.0048 | 9.0 | 14067 | 0.
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| 0.0001 | 10.0 | 15630 | 0.
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### Framework versions
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the imdb dataset.
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It achieves the following results on the evaluation set:
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- Accuracy: 0.9309
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- Loss: 0.7142
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## Model description
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|:-------------:|:-----:|:-----:|:--------:|:---------------:|
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| 0.0473 | 1.0 | 1563 | 0.9279 | 0.4618 |
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| 0.0096 | 2.0 | 3126 | 0.929 | 0.5406 |
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| 0.0328 | 3.0 | 4689 | 0.92 | 0.5954 |
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| 0.0192 | 4.0 | 6252 | 0.9288 | 0.5570 |
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| 0.0171 | 5.0 | 7815 | 0.9294 | 0.5905 |
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| 0.006 | 6.0 | 9378 | 0.9301 | 0.6330 |
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| 0.0084 | 7.0 | 10941 | 0.9270 | 0.6311 |
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| 0.0003 | 8.0 | 12504 | 0.9288 | 0.6783 |
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| 0.0048 | 9.0 | 14067 | 0.9315 | 0.6987 |
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| 0.0001 | 10.0 | 15630 | 0.9309 | 0.7142 |
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### Framework versions
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config.json
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"n_heads": 12,
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"n_layers": 6,
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"pad_token_id": 0,
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"problem_type": "single_label_classification",
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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"n_heads": 12,
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"n_layers": 6,
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"pad_token_id": 0,
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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runs/Nov20_08-20-01_HAN/events.out.tfevents.1700439627.HAN.8728.7
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training_args.bin
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