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---
license: apache-2.0
datasets:
- projectlosangeles/Los-Angeles-MIDI-Dataset
library_name: transformers
tags:
- music
- midi
- music generation
- midi generation
---
# Model Card for midi-model
Midi event transformer for music generation
### Model Updates
v1.2: Optmise the tokenizer and dataset. The dataset was filtered by `MIDITokenizer.check_quality`
## Model Details
### Model Description
- **Developed by:** SkyTNT
- **Model type:** Transformer
- **License:** apache-2.0
### Model Sources
- **Repository:** https://github.com/SkyTNT/midi-model
- **Demo:** https://huggingface.co./spaces/skytnt/midi-composer
## Training Details
### Training Data
- [projectlosangeles/Los-Angeles-MIDI-Dataset](https://huggingface.co./datasets/projectlosangeles/Los-Angeles-MIDI-Dataset)
#### Training Hyperparameters
- basemodel: v1.1
- lr: 1e-4
- weight-decay: 0.01
- batch: 2x2x2
- fp16 mixed precision
#### Loss
- val loss: 0.238
## Files
- model.ckpt: latest model checkpoint
- soundfont.sf2: soundfont file, i put it here for convenient downloading , [source](https://musical-artifacts.com/artifacts/433)
- onnx/*.onnx: onnx format model
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