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End of training

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README.md CHANGED
@@ -3,8 +3,6 @@ license: mit
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  base_model: microsoft/git-base
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  tags:
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  - generated_from_trainer
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- datasets:
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- - imagefolder
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  model-index:
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  - name: isl-img2text
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  results: []
@@ -13,15 +11,17 @@ model-index:
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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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- [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/sigurdurhaukur-team/huggingface/runs/wdrysu9g)
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- [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/sigurdurhaukur-team/huggingface/runs/wdrysu9g)
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- [<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/sigurdurhaukur-team/huggingface/runs/wdrysu9g)
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  # isl-img2text
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- This model is a fine-tuned version of [microsoft/git-base](https://huggingface.co/microsoft/git-base) on the imagefolder dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 4.0588
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- - Wer Score: 37.0
 
 
 
 
 
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  ## Model description
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@@ -41,27 +41,19 @@ More information needed
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  The following hyperparameters were used during training:
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  - learning_rate: 5e-05
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- - train_batch_size: 2
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- - eval_batch_size: 2
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  - seed: 42
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- - gradient_accumulation_steps: 2
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- - total_train_batch_size: 4
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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: 50
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  - mixed_precision_training: Native AMP
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- ### Training results
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-
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- | Training Loss | Epoch | Step | Validation Loss | Wer Score |
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- |:-------------:|:-----:|:----:|:---------------:|:---------:|
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- | 7.786 | 25.0 | 50 | 5.6066 | 38.2222 |
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- | 4.6043 | 50.0 | 100 | 4.0588 | 37.0 |
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-
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-
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  ### Framework versions
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  - Transformers 4.42.3
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- - Pytorch 2.1.2+cu118
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  - Datasets 2.20.0
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  - Tokenizers 0.19.1
 
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  base_model: microsoft/git-base
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  tags:
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  - generated_from_trainer
 
 
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  model-index:
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  - name: isl-img2text
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  results: []
 
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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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  # isl-img2text
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+ This model is a fine-tuned version of [microsoft/git-base](https://huggingface.co/microsoft/git-base) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - eval_loss: 0.0983
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+ - eval_wer_score: 0.7295
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+ - eval_runtime: 20.5346
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+ - eval_samples_per_second: 7.792
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+ - eval_steps_per_second: 0.974
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+ - epoch: 15.0
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+ - step: 150
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  ## Model description
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  The following hyperparameters were used during training:
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  - learning_rate: 5e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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  - seed: 42
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+ - gradient_accumulation_steps: 8
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+ - total_train_batch_size: 64
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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: 50
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  - mixed_precision_training: Native AMP
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  ### Framework versions
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  - Transformers 4.42.3
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+ - Pytorch 2.0.1
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  - Datasets 2.20.0
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  - Tokenizers 0.19.1
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