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musicgen-melody-lora-punk
hangzeli/musicgen-melody-lora-punk
musicgen-melody-lora-punk is a text-to-audio model from hangzeli. 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 23, 2024
- Updated
- Jun 23, 2024
- SHA
- b566037f
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-melody-lora-punk
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: 6.2333
- Clap: -0.0021
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: 4
- eval_batch_size: 4
- seed: 456
- optimizer: Adam with betas=(0.9,0.99) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Clap |
|---|---|---|---|---|
| 7.1679 | 2.7778 | 25 | 6.2244 | -0.0018 |
Framework versions
- PEFT 0.11.1
- Transformers 4.41.2
- Pytorch 2.0.0+cu117
- Datasets 2.19.2
- Tokenizers 0.19.1
- Task
- Text-to-Audio
- Library
- peft
- Type
- musicgen_melody
- License
- cc-by-nc-4.0
- Created
- Jun 23, 2024
- Updated
- Jun 23, 2024