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update model card README.md

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@@ -14,7 +14,7 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [deepset/minilm-uncased-squad2](https://huggingface.co/deepset/minilm-uncased-squad2) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6607
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  ## Model description
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@@ -38,16 +38,16 @@ The following hyperparameters were used during training:
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  - eval_batch_size: 8
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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: 3
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:----:|:---------------:|
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- | 0.6841 | 1.0 | 578 | 0.6561 |
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- | 0.6406 | 2.0 | 1156 | 0.6518 |
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- | 0.6156 | 3.0 | 1734 | 0.6607 |
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  ### Framework versions
 
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  This model is a fine-tuned version of [deepset/minilm-uncased-squad2](https://huggingface.co/deepset/minilm-uncased-squad2) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.6609
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  ## Model description
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  - eval_batch_size: 8
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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: cosine
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  - num_epochs: 3
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  ### Training results
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  | Training Loss | Epoch | Step | Validation Loss |
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  |:-------------:|:-----:|:----:|:---------------:|
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+ | 0.6853 | 1.0 | 578 | 0.6597 |
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+ | 0.6374 | 2.0 | 1156 | 0.6548 |
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+ | 0.6119 | 3.0 | 1734 | 0.6609 |
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  ### Framework versions