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update model card README.md
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README.md
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- generated_from_trainer
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datasets:
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- clinc_oos
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metrics:
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- accuracy
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model-index:
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- name: distilbert-base-uncased-distilled-clinc
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results:
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name: Text Classification
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type: text-classification
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dataset:
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name: clinc_oos
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type: clinc_oos
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args: plus
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.9474193548387096
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# distilbert-base-uncased-distilled-clinc
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the clinc_oos dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2556
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- Accuracy: 0.9474
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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| 3.0222 | 1.0 | 318 | 2.2511 | 0.7577 |
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| 1.7418 | 2.0 | 636 | 1.1658 | 0.8719 |
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| 0.909 | 3.0 | 954 | 0.6454 | 0.9158 |
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| 0.5128 | 4.0 | 1272 | 0.4271 | 0.9368 |
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| 0.3329 | 5.0 | 1590 | 0.3408 | 0.9435 |
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| 0.2437 | 6.0 | 1908 | 0.2985 | 0.9445 |
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| 0.1958 | 7.0 | 2226 | 0.2752 | 0.9461 |
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| 0.1688 | 8.0 | 2544 | 0.2650 | 0.9452 |
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| 0.1561 | 9.0 | 2862 | 0.2592 | 0.9471 |
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| 0.1481 | 10.0 | 3180 | 0.2556 | 0.9474 |
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### Framework versions
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- Transformers 4.11.3
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- generated_from_trainer
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datasets:
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- clinc_oos
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model-index:
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- name: distilbert-base-uncased-distilled-clinc
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# distilbert-base-uncased-distilled-clinc
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This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the clinc_oos dataset.
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 10
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### Framework versions
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- Transformers 4.11.3
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