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End of training

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  1. README.md +93 -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-500
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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-500
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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: 0.4821
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+ - Wer Score: 9.2017
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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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+ | 3.581 | 1.576 | 50 | 4.4228 | 7.6017 |
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+ | 1.1579 | 3.128 | 100 | 0.6864 | 1.0293 |
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+ | 0.2423 | 4.704 | 150 | 0.4391 | 1.3034 |
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+ | 0.1852 | 6.256 | 200 | 0.4293 | 7.6948 |
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+ | 0.1384 | 7.832 | 250 | 0.4313 | 4.6155 |
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+ | 0.1293 | 9.384 | 300 | 0.4316 | 8.5241 |
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+ | 0.115 | 10.96 | 350 | 0.4312 | 9.1914 |
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+ | 0.0914 | 12.512 | 400 | 0.4347 | 3.3466 |
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+ | 0.0927 | 14.064 | 450 | 0.4401 | 8.8345 |
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+ | 0.0783 | 15.64 | 500 | 0.4409 | 9.2147 |
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+ | 0.0735 | 17.192 | 550 | 0.4455 | 9.2448 |
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+ | 0.0616 | 18.768 | 600 | 0.4476 | 9.2526 |
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+ | 0.0552 | 20.32 | 650 | 0.4498 | 9.2328 |
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+ | 0.0493 | 21.896 | 700 | 0.4544 | 9.2190 |
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+ | 0.0457 | 23.448 | 750 | 0.4581 | 9.1862 |
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+ | 0.0399 | 25.0 | 800 | 0.4583 | 9.2302 |
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+ | 0.0353 | 26.576 | 850 | 0.4616 | 9.1871 |
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+ | 0.0348 | 28.128 | 900 | 0.4659 | 9.1733 |
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+ | 0.0311 | 29.704 | 950 | 0.4694 | 9.2198 |
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+ | 0.0305 | 31.256 | 1000 | 0.4698 | 9.2379 |
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+ | 0.0277 | 32.832 | 1050 | 0.4733 | 9.2129 |
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+ | 0.0253 | 34.384 | 1100 | 0.4740 | 9.2302 |
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+ | 0.0244 | 35.96 | 1150 | 0.4735 | 9.2043 |
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+ | 0.0223 | 37.512 | 1200 | 0.4758 | 9.1871 |
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+ | 0.0223 | 39.064 | 1250 | 0.4779 | 9.2078 |
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+ | 0.0219 | 40.64 | 1300 | 0.4795 | 9.2078 |
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+ | 0.0215 | 42.192 | 1350 | 0.4792 | 9.2095 |
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+ | 0.0202 | 43.768 | 1400 | 0.4797 | 9.2241 |
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+ | 0.0189 | 45.32 | 1450 | 0.4812 | 9.2034 |
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+ | 0.019 | 46.896 | 1500 | 0.4818 | 9.2017 |
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+ | 0.0187 | 48.448 | 1550 | 0.4819 | 9.1853 |
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+ | 0.0186 | 50.0 | 1600 | 0.4821 | 9.2017 |
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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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