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@@ -46,7 +46,6 @@ This model is a fine-tuned version of intfloat/multilingual-e5-large for documen
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  - Base model: intfloat/multilingual-e5-large
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  - Task: Document text classification
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  - Languages: Multilingual
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- - License: MIT
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  ## Training data
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  - Dataset: DocLayNet-base
@@ -67,6 +66,7 @@ This model is a fine-tuned version of intfloat/multilingual-e5-large for documen
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  Trained on single gpu for 2 epochs for apx. 20 minutes.
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  hyperparameters:
 
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  {
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  'batch_size': 8,
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  'num_epochs': 10,
@@ -78,7 +78,7 @@ hyperparameters:
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  'optimizer': 'AdamW',
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  'scheduler': 'cosine_with_warmup'
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  }
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-
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  ## Evaluation results
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  Test Loss: 0.5192, Test Acc: 0.9719
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  - Base model: intfloat/multilingual-e5-large
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  - Task: Document text classification
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  - Languages: Multilingual
 
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  ## Training data
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  - Dataset: DocLayNet-base
 
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  Trained on single gpu for 2 epochs for apx. 20 minutes.
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  hyperparameters:
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+ ```python
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  {
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  'batch_size': 8,
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  'num_epochs': 10,
 
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  'optimizer': 'AdamW',
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  'scheduler': 'cosine_with_warmup'
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  }
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+ ```
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  ## Evaluation results
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  Test Loss: 0.5192, Test Acc: 0.9719
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