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update model card README.md

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@@ -36,13 +36,13 @@ on the `huggan/smithsonian_butterflies_subset` dataset.
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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- - learning_rate: 0.001
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  - train_batch_size: 32
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- - eval_batch_size: 16
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  - gradient_accumulation_steps: 1
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  - optimizer: AdamW with betas=(None, None), weight_decay=None and epsilon=None
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  - lr_scheduler: None
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- - lr_warmup_steps: 500
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  - ema_inv_gamma: None
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  - ema_inv_gamma: None
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  - ema_inv_gamma: None
 
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  ### Training hyperparameters
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  The following hyperparameters were used during training:
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+ - learning_rate: 0.0001
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  - train_batch_size: 32
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+ - eval_batch_size: 32
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  - gradient_accumulation_steps: 1
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  - optimizer: AdamW with betas=(None, None), weight_decay=None and epsilon=None
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  - lr_scheduler: None
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+ - lr_warmup_steps: 250
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  - ema_inv_gamma: None
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  - ema_inv_gamma: None
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  - ema_inv_gamma: None