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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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: git-base-naruto
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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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# git-base-naruto
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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: 0.0400
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- Wer Score: 0.3529
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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: 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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| Training Loss | Epoch | Step | Validation Loss | Wer Score |
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|:-------------:|:-------:|:----:|:---------------:|:---------:|
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| 7.3756 | 5.8824 | 50 | 4.6183 | 7.9118 |
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| 2.5329 | 11.7647 | 100 | 0.6340 | 7.0 |
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| 0.199 | 17.6471 | 150 | 0.0438 | 0.7941 |
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| 0.0155 | 23.5294 | 200 | 0.0390 | 0.8529 |
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| 0.0051 | 29.4118 | 250 | 0.0385 | 0.3529 |
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| 0.0025 | 35.2941 | 300 | 0.0392 | 0.3235 |
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| 0.0018 | 41.1765 | 350 | 0.0397 | 0.3529 |
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| 0.0016 | 47.0588 | 400 | 0.0400 | 0.3529 |
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### Framework versions
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- Transformers 4.40.2
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- Pytorch 2.3.0+cu121
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- Datasets 2.19.1
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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": "4.40.2"
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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:a344785962fb1eee0643252ff1626940bfc0d90f00be5793e33119c28a1618f3
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size 706516040
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