Configuration Parsing Warning:In adapter_config.json: "peft.task_type" must be a string
SoundSeed Multi-LoRA v1
Universal multi-genre LoRA adapter for ACE-Step v1.5 SFT music generation model.
Training Details
- Base model: ACE-Step v1.5 SFT
- LoRA rank: 128, alpha=256
- Target modules: q_proj, k_proj, v_proj, o_proj, gate_up_proj, down_proj
- Trainable params: 113.2M
- Dataset: 3,323 multi-genre tracks (3,157 train / 166 val)
- Learning rate: 5e-05 (cosine schedule with warmup)
- CFG dropout: 10%
- Sampling: WeightedRandomSampler for rare genres
- Best epoch: 2 (early stopped at epoch 5, patience=3)
- Best val_loss: 0.000667
- Training time: ~5 hours on A100 80GB
Training Curve
| Epoch | Train Loss | Val Loss |
|---|---|---|
| 1 | 0.002058 | 0.000783 |
| 2 | 0.000799 | 0.000667 |
| 3 | 0.000786 | 0.000726 |
| 4 | 0.000783 | 0.000716 |
| 5 | 0.000698 | 0.000694 |
Framework
- PEFT 0.18.1
- Downloads last month
- 486
Inference Providers NEW
This model isn't deployed by any Inference Provider. 🙋 Ask for provider support