buruzaemon commited on
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Fine-tuned student model training completed

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README.md CHANGED
@@ -22,7 +22,7 @@ It achieves the following results on the evaluation set:
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  ## Model description
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- This is an initial example of knowledge-distillation where the student loss is all cross-entropy loss \\(L_{CE}\\) of the ground-truth labels and none of the knowledge-distillation loss \\(L_{KD}\\).
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  ## Intended uses & limitations
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@@ -30,24 +30,20 @@ More information needed
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  ## Training and evaluation data
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- The training and evaluation data come straight from the `train` and `validation` splits in the clinc_oos dataset, respectively; and tokenized using the `distilbert-base-uncased` tokenization.
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  ## Training procedure
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- Please see page 224 in Chapter 8: Making Transformers Efficient in Production, Natural Language Processing with Transformers, May 2022.
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-
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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- - num_epochs: 5
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- - alpha: 1.0
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- - temperature: 2.0
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  - learning_rate: 2e-05
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  - train_batch_size: 48
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  - eval_batch_size: 48
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  - seed: 8675309
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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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  ### Training results
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  ## Model description
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+ More information needed
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  ## Intended uses & limitations
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  ## Training and evaluation data
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+ More information needed
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  ## Training procedure
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  ### Training hyperparameters
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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: 48
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  - eval_batch_size: 48
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  - seed: 8675309
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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: 5
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  ### Training results
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