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  ---
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  license: mit
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- tags:
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- - generated_from_trainer
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- metrics:
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- - accuracy
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- model-index:
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- - name: tiny-classification
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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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- should probably proofread and complete it, then remove this comment. -->
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-
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- # tiny-classification
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-
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- This model is a fine-tuned version of [prajjwal1/bert-tiny](https://huggingface.co/prajjwal1/bert-tiny) on an unknown dataset.
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- It achieves the following results on the evaluation set:
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- - Loss: 0.2083
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- - Accuracy: 0.9365
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-
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- ## Model description
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-
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- More information needed
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-
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- ## Intended uses & limitations
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-
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- More information needed
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-
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- ## Training and evaluation data
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-
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- More information needed
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-
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- ## Training procedure
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-
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- ### Training hyperparameters
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-
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- The following hyperparameters were used during training:
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- - learning_rate: 2e-05
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- - train_batch_size: 64
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- - eval_batch_size: 128
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- - seed: 42
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- - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- - lr_scheduler_type: linear
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- - num_epochs: 2
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-
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- ### Training results
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-
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- | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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- |:-------------:|:-----:|:-----:|:---------------:|:--------:|
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- | 0.2304 | 1.0 | 45257 | 0.2162 | 0.9343 |
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- | 0.2181 | 2.0 | 90514 | 0.2083 | 0.9365 |
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-
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-
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- ### Framework versions
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-
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- - Transformers 4.26.0
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- - Pytorch 1.13.1+cu117
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- - Datasets 2.9.0
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- - Tokenizers 0.13.2
 
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  license: mit
 
 
 
 
 
 
 
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