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salami_truncsplit_finetune_model
taufiqsyed/salami_truncsplit_finetune_model
salami_truncsplit_finetune_model is a text-to-audio model from taufiqsyed. 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
- Dec 3, 2024
- Updated
- Dec 3, 2024
- SHA
- 30f9581c
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. -->
salami_truncsplit_finetune_model
This model is a fine-tuned version of facebook/musicgen-small on the TAUFIQSYED/SALAMI_CLEANED_SAMPLED - DEFAULT dataset. It achieves the following results on the evaluation set:
- Loss: 3.7369
- Clap: 0.2173
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: 1e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 456
- gradient_accumulation_steps: 8
- total_train_batch_size: 8
- optimizer: Use adamw_torch with betas=(0.9,0.99) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- num_epochs: 1.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Clap |
|---|---|---|---|---|
| 9.345 | 0.2407 | 25 | 3.6808 | 0.2178 |
| 8.5598 | 0.4813 | 50 | 3.6995 | 0.2060 |
| 8.3691 | 0.7220 | 75 | 3.7276 | 0.2188 |
| 8.1954 | 0.9627 | 100 | 3.7369 | 0.2073 |
Framework versions
- PEFT 0.13.2
- Transformers 4.47.0.dev0
- Pytorch 2.1.2+cu121
- Datasets 3.1.0
- Tokenizers 0.20.3
- Task
- Text-to-Audio
- Library
- peft
- Type
- musicgen
- License
- cc-by-nc-4.0
- Created
- Dec 3, 2024
- Updated
- Dec 3, 2024