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End of training

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  1. README.md +77 -0
  2. generation_config.json +7 -0
  3. model.safetensors +1 -1
README.md ADDED
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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: git-base-ww
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+ results: []
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+ ---
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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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+
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+ # git-base-ww
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+
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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: 0.5035
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+ - Wer Score: 6.7310
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 8
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+ - total_train_batch_size: 16
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+ - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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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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+
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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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+ | 3.6106 | 3.128 | 50 | 4.5591 | 9.3966 |
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+ | 1.2545 | 6.256 | 100 | 0.8047 | 3.2328 |
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+ | 0.2342 | 9.384 | 150 | 0.4631 | 0.9336 |
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+ | 0.1497 | 12.512 | 200 | 0.4565 | 1.2560 |
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+ | 0.106 | 15.64 | 250 | 0.4637 | 2.1828 |
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+ | 0.0813 | 18.768 | 300 | 0.4687 | 2.2207 |
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+ | 0.0612 | 21.896 | 350 | 0.4750 | 6.5422 |
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+ | 0.0536 | 25.0 | 400 | 0.4805 | 6.7198 |
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+ | 0.0426 | 28.128 | 450 | 0.4867 | 2.6293 |
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+ | 0.0361 | 31.256 | 500 | 0.4890 | 7.3362 |
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+ | 0.031 | 34.384 | 550 | 0.4939 | 7.0353 |
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+ | 0.0267 | 37.512 | 600 | 0.5003 | 2.7284 |
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+ | 0.0241 | 40.64 | 650 | 0.5009 | 6.9310 |
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+ | 0.0227 | 43.768 | 700 | 0.5015 | 6.9078 |
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+ | 0.021 | 46.896 | 750 | 0.5036 | 6.7776 |
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+ | 0.0203 | 50.0 | 800 | 0.5035 | 6.7310 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.52.4
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+ - Pytorch 2.6.0+cu124
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+ - Datasets 3.6.0
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+ - Tokenizers 0.21.2
generation_config.json ADDED
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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": "4.52.4"
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+ }
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