Add NotaGen-X safetensors mirror (MIT, from ElectricAlexis/NotaGen)
Browse files- README.md +69 -0
- config.json +17 -0
- model.safetensors +3 -0
README.md
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---
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license: mit
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library_name: pytorch
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tags:
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- music-generation
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- symbolic-music
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- abc-notation
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- classical
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- transformer
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pipeline_tag: text-to-audio
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---
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# NotaGen-X — MAESTRO Mirror
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Safetensors mirror of the NotaGen-X model weights, used by
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[MAESTRO](https://github.com/AEmotionStudio) for the AI-Workstation "Create →
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NotaGen" model card.
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This repository ships **only the model weights** (no optimizer state) in the
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[safetensors](https://github.com/huggingface/safetensors) format, so they load
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into MAESTRO without arbitrary-code execution risk. The original upstream
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checkpoints from `ElectricAlexis/NotaGen` are PyTorch `.pth` files bundling
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optimizer state, epoch counters, etc.
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## Files
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| File | Purpose |
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| --- | --- |
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| `model.safetensors` | NotaGen-X model state dict (516 M params, fp32, ~1.92 GB) |
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| `config.json` | Architecture hyperparameters consumed by NotaGen's loader |
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| `README.md` | This file |
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## Provenance
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* Upstream:
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[`ElectricAlexis/NotaGen`](https://huggingface.co/ElectricAlexis/NotaGen)
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· file `weights_notagenx_p_size_16_p_length_1024_p_layers_20_h_size_1280.pth`
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* Conversion: `torch.load(...)['model']` → contiguous CPU tensors →
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`safetensors.torch.save_file(...)`. Round-trip verified (zero mismatches over
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all 323 tensors).
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* Training metadata preserved in safetensors header
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(`epoch`, `best_epoch`, `min_eval_loss`).
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## Architecture
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Hierarchical Tunesformer (GPT-2 backbone) generating ABC notation:
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* `p_size = 16` (patch size)
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* `p_length = 1024` (patch sequence length)
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* `p_layers = 20` (patch-level decoder layers)
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* `c_layers = 6` (character-level decoder layers)
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* `h_size = 1280` (hidden size)
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## Loading
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```python
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from safetensors.torch import load_file
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state = load_file("model.safetensors")
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# Pass to NotaGen's model class — same key layout as the upstream `.pth`'s
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# `["model"]` sub-dict.
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```
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MAESTRO's loader (`backend/ai/models/notagen.py`) handles this automatically and,
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if the upstream NotaGen inference script demands a `.pth` on disk, materialises
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one alongside the safetensors on first load.
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## License
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MIT, inherited from upstream NotaGen.
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config.json
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{
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"model_type": "notagen",
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"variant": "notagen-x",
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"patch_size": 16,
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"patch_length": 1024,
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"patch_layers": 20,
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"char_layers": 6,
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"hidden_size": 1280,
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"framework": "pytorch",
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"format": "safetensors",
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"param_count": 515902720,
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"dtype": "float32",
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"source": {
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"repo": "ElectricAlexis/NotaGen",
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"file": "weights_notagenx_p_size_16_p_length_1024_p_layers_20_h_size_1280.pth"
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}
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:9d531d3ec4d191e3448db2315e0d4bfaee222310818a8a71d681984416d33a7b
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size 2063649720
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