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musicgen-large
Z3K3/musicgen-large
musicgen-large is a text-to-audio model from Z3K3. 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_melody
- Access
- Public
- Created
- Jun 17, 2024
- Updated
- Jun 17, 2024
- SHA
- 962faccd
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. -->
musicgen-large
This model is a fine-tuned version of facebook/musicgen-melody on the YLACOMBE/TINY-PUNK - DEFAULT dataset. It achieves the following results on the evaluation set:
- Loss: 4.5011
- Clap: -0.0131
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: 0.0001
- train_batch_size: 4
- eval_batch_size: 1
- seed: 123
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.99) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 8.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Clap |
|---|---|---|---|---|
| 9.4039 | 0.8571 | 3 | 4.4428 | -0.0070 |
| 8.8992 | 2.0 | 7 | 4.4435 | 0.0117 |
| 8.5373 | 2.8571 | 10 | 4.4463 | -0.0288 |
| 8.0105 | 4.0 | 14 | 4.4552 | -0.0111 |
| 7.8068 | 4.8571 | 17 | 4.4682 | -0.0194 |
| 7.6881 | 6.0 | 21 | 4.4913 | 0.0071 |
| 7.6672 | 6.8571 | 24 | 4.5011 | -0.0222 |
Framework versions
- PEFT 0.11.1
- Transformers 4.42.0.dev0
- Pytorch 2.1.0+cu118
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Text-to-Audio
- Library
- peft
- Type
- musicgen_melody
- License
- cc-by-nc-4.0
- Created
- Jun 17, 2024
- Updated
- Jun 17, 2024