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skytnt/midi-model

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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Model Card

Model Card for midi-model

Midi event transformer for music generation

Model Updates

  • —tv2o-medium model: MidiTokenizerV2. skytnt/midi-model-tv2o-medium
  • —v1.2 : Optimise the tokenizer and dataset. The dataset was filtered by MIDITokenizer.check_quality. Using the higher quality dataset to train the model, the performance of the model is significantly improved.

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

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
  • —onnx/*.onnx: onnx format model