End of training
Browse files- README.md +68 -0
- generation_config.json +7 -0
- model.safetensors +1 -1
README.md
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---
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library_name: transformers
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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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model-index:
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- name: Image-Caption-University-model
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results: []
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---
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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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# Image-Caption-University-model
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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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- Loss: 0.4060
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- Wer Score: 2.0586
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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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: 4
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- eval_batch_size: 4
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- seed: 42
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 8
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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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| 7.1651 | 6.6667 | 50 | 4.6332 | 2.9074 |
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| 2.6998 | 13.3333 | 100 | 1.0675 | 2.1821 |
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| 0.3956 | 20.0 | 150 | 0.3752 | 2.5494 |
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| 0.0633 | 26.6667 | 200 | 0.3804 | 1.9321 |
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| 0.0196 | 33.3333 | 250 | 0.3981 | 2.4105 |
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| 0.0141 | 40.0 | 300 | 0.4050 | 2.0679 |
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| 0.0115 | 46.6667 | 350 | 0.4060 | 2.0586 |
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### Framework versions
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- Transformers 4.44.2
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- Pytorch 2.5.0+cu121
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- Datasets 3.0.2
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- Tokenizers 0.19.1
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 101,
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"eos_token_id": 102,
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"pad_token_id": 0,
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"transformers_version": "4.44.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 706516040
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version https://git-lfs.github.com/spec/v1
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oid sha256:448b0e10106ae883fabfb7beda82e9cfbfa4f84f0fa338203514270a61918b55
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size 706516040
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