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Katpeeler/midi_model_2
midi_model_2 is a text generation model from Katpeeler. Use it when you need the model to write or continue text. It is set up for transformers.
This model is a fine-tuned version of gpt2 on the js-fakes-4bars dataset. It achieves the following results on the evaluation set: - Loss: 0.8079
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From the Hugging Face model README
This model is a fine-tuned version of gpt2 on the js-fakes-4bars dataset. It achieves the following results on the evaluation set:
This model generates encoded midi that follows the format of Magenta.
For generating basic encoded midi.
More information needed
The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.3022 | 0.11 | 100 | 1.7587 |
| 1.5783 | 0.22 | 200 | 1.2644 |
| 1.1475 | 0.33 | 300 | 1.0365 |
| 1.0012 | 0.44 | 400 | 0.9359 |
| 0.936 | 0.55 | 500 | 0.8844 |
| 0.8895 | 0.66 | 600 | 0.8532 |
| 0.8714 | 0.77 | 700 | 0.8273 |
| 0.8521 | 0.88 | 800 | 0.8112 |
| 0.8455 | 1.0 | 900 | 0.8079 |