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midi-model-tv2o-medium
skytnt/midi-model-tv2o-medium
midi-model-tv2o-medium is a machine learning model from skytnt. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
Midi event transformer for music generation.
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234M
5.7 GB on disk
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Repo makeup
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.onnx938 MB · 49%
At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- midi_model
- Access
- Public
- Created
- Sep 29, 2024
- Updated
- Oct 31, 2024
- SHA
- 0f8f265d
Model card
From the Hugging Face model README
Model Card for midi-model-tv2o-medium
Midi event transformer for music generation.
Model Updates
- new tv2o-medium model: "tvo" means MidiTokenizerV2 optimised.
Model Details
Model Description
- Developed by: SkyTNT
- Trained 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
- projectlosangeles/Monster-MIDI-Dataset
- SymphonyNet MIDI Dataset
Training Hyperparameters
- config: tv2o-medium
- max-len: 2048 then 4096
- lr: 1e-4 then 2e-4
- weight-decay: 0.01
- batch: 2x2x2
- bfloat16 precision
Loss
- val loss: 0.2159
Files
- model.ckpt: latest model checkpoint
- onnx/*.onnx: onnx format model
- Library
- transformers
- Type
- midi_model
- License
- apache-2.0
- Created
- Sep 29, 2024
- Updated
- Oct 31, 2024