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End of training

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  1. README.md +66 -0
  2. generation_config.json +5 -0
README.md ADDED
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+ ---
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+ license: mit
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+ base_model: gpt2
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: midi_model_2
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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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+ # midi_model_2
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+
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+ This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.8079
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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: 0.0005
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+ - train_batch_size: 4
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+ - eval_batch_size: 2
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+ - seed: 1
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: cosine
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+ - lr_scheduler_warmup_ratio: 0.01
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+ - num_epochs: 1
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:----:|:---------------:|
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+ | 2.3022 | 0.11 | 100 | 1.7587 |
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+ | 1.5783 | 0.22 | 200 | 1.2644 |
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+ | 1.1475 | 0.33 | 300 | 1.0365 |
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+ | 1.0012 | 0.44 | 400 | 0.9359 |
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+ | 0.936 | 0.55 | 500 | 0.8844 |
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+ | 0.8895 | 0.66 | 600 | 0.8532 |
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+ | 0.8714 | 0.77 | 700 | 0.8273 |
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+ | 0.8521 | 0.88 | 800 | 0.8112 |
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+ | 0.8455 | 1.0 | 900 | 0.8079 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.35.2
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+ - Pytorch 2.1.0+cu118
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+ - Datasets 2.15.0
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+ - Tokenizers 0.15.0
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "pad_token_id": 3,
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+ "transformers_version": "4.35.2"
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+ }