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End of training

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  1. README.md +69 -0
  2. generation_config.json +7 -0
  3. model.safetensors +1 -1
README.md ADDED
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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-floors
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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-floors
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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: 0.0322
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+ - Wer Score: 1.8463
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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: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - gradient_accumulation_steps: 2
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+ - total_train_batch_size: 16
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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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+
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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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+ | 6.8447 | 4.76 | 50 | 4.1895 | 2.2204 |
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+ | 2.1937 | 9.52 | 100 | 0.4359 | 3.1889 |
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+ | 0.1385 | 14.29 | 150 | 0.0360 | 0.1426 |
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+ | 0.0184 | 19.05 | 200 | 0.0307 | 0.6185 |
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+ | 0.0117 | 23.81 | 250 | 0.0287 | 0.1741 |
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+ | 0.0095 | 28.57 | 300 | 0.0293 | 1.1463 |
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+ | 0.0081 | 33.33 | 350 | 0.0292 | 0.8463 |
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+ | 0.0061 | 38.1 | 400 | 0.0312 | 2.0333 |
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+ | 0.0044 | 42.86 | 450 | 0.0322 | 1.9204 |
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+ | 0.0032 | 47.62 | 500 | 0.0322 | 1.8463 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.38.2
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+ - Pytorch 2.0.1
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+ - Datasets 2.18.0
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+ - Tokenizers 0.15.2
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": "4.38.2"
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+ }
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