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license: apache-2.0
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---
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---
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license: apache-2.0
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datasets:
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- projectlosangeles/Los-Angeles-MIDI-Dataset
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library_name: transformers
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tags:
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- music
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- midi
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- music generation
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- midi generation
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---
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# Model Card for midi-model
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Midi event transformer for music generation
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## Model Details
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### Model Description
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- **Developed by:** SkyTNT
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- **Model type:** Transformer
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- **License:** apache-2.0
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### Model Sources
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- **Repository:** https://github.com/SkyTNT/midi-model
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- **Demo:** https://huggingface.co/spaces/skytnt/midi-composer
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## Training Details
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### Training Data
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- [projectlosangeles/Los-Angeles-MIDI-Dataset](https://huggingface.co/datasets/projectlosangeles/Los-Angeles-MIDI-Dataset)
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#### Training Hyperparameters
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- lr: 2e-4
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- weight-decay: 0.01
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- batch: 2x2x4
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- fp16 mixed precision
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#### Loss
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- val loss: 0.33
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## Files
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- model.ckpt: latest model checkpoint
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- soundfont.sf2: soundfont file, i put it here for convenient downloading , [source](https://musical-artifacts.com/artifacts/433)
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