End of training
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README.md
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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: []
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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
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It achieves the following results on the evaluation set:
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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:
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- eval_batch_size:
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- seed: 42
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- gradient_accumulation_steps:
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- total_train_batch_size:
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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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| 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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### Framework versions
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- Transformers 4.42.3
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- Pytorch 2.1
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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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model.safetensors
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runs/Jun29_16-00-09_129-213-21-28/events.out.tfevents.1719676810.129-213-21-28.6668.0
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size 12944
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