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End of training

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  1. README.md +75 -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-clothes
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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-clothes
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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 the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.2143
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+ - Wer Score: 2.4047
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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: 32
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+ - eval_batch_size: 32
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+ - seed: 42
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+ - gradient_accumulation_steps: 2
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+ - total_train_batch_size: 64
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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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+ | 7.1475 | 3.5714 | 50 | 4.4300 | 0.8516 |
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+ | 2.384 | 7.1429 | 100 | 0.6209 | 0.7782 |
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+ | 0.3154 | 10.7143 | 150 | 0.2059 | 2.0570 |
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+ | 0.1406 | 14.2857 | 200 | 0.1841 | 2.6379 |
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+ | 0.0927 | 17.8571 | 250 | 0.1831 | 2.5492 |
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+ | 0.062 | 21.4286 | 300 | 0.1891 | 2.6554 |
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+ | 0.0423 | 25.0 | 350 | 0.1938 | 2.5195 |
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+ | 0.0292 | 28.5714 | 400 | 0.1996 | 2.5295 |
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+ | 0.0214 | 32.1429 | 450 | 0.2034 | 2.4541 |
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+ | 0.0169 | 35.7143 | 500 | 0.2082 | 2.5956 |
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+ | 0.0139 | 39.2857 | 550 | 0.2105 | 2.2852 |
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+ | 0.0119 | 42.8571 | 600 | 0.2129 | 2.4300 |
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+ | 0.0106 | 46.4286 | 650 | 0.2138 | 2.4355 |
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+ | 0.01 | 50.0 | 700 | 0.2143 | 2.4047 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.48.2
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+ - Pytorch 2.5.1+cu124
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+ - Datasets 3.2.0
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+ - Tokenizers 0.21.0
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": "4.48.2"
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+ }
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