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musicgen-synths-mono
TrulySenya/musicgen-synths-mono
musicgen-synths-mono is a text-to-audio model from TrulySenya. Use it for the text-to-audio task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as cc-by-nc-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text-to-Audio
- Library
- peft
- License
- cc-by-nc-4.0
- Model type
- musicgen
- Access
- Public
- Created
- Nov 13, 2025
- Updated
- Nov 13, 2025
- SHA
- cf9a6f4c
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/> <img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>
musicgen-synths-mono
This model is a fine-tuned version of facebook/musicgen-small on the TRULYSENYA/SYNTH-SOUNDS-SLICE-MONO - DEFAULT dataset. It achieves the following results on the evaluation set:
- Loss: 2.7421
- Clap: 0.0827
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 2
- eval_batch_size: 1
- seed: 456
- gradient_accumulation_steps: 8
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.99) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Clap |
|---|---|---|---|---|
| 4.0612 | 0.6667 | 25 | 2.5741 | 0.1230 |
| 3.1723 | 1.3333 | 50 | 2.3362 | 0.0810 |
| 3.2968 | 2.0 | 75 | 2.7076 | 0.0155 |
| 3.423 | 2.6667 | 100 | 2.6853 | 0.0994 |
| 3.0688 | 3.3333 | 125 | 2.7360 | 0.1210 |
Framework versions
- PEFT 0.10.0
- Transformers 4.41.0
- Pytorch 2.9.1+cu128
- Datasets 4.4.1
- Tokenizers 0.19.1
- Task
- Text-to-Audio
- Library
- peft
- Type
- musicgen
- License
- cc-by-nc-4.0
- Created
- Nov 13, 2025
- Updated
- Nov 13, 2025