End of training
Browse files- README.md +66 -0
- generation_config.json +5 -0
README.md
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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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<!-- 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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# midi_model_2
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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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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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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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### Training results
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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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### Framework versions
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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
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generation_config.json
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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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}
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