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salami_truncsplit_model
taufiqsyed/salami_truncsplit_model
salami_truncsplit_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_melody
- Access
- Public
- Created
- Dec 2, 2024
- Updated
- Dec 2, 2024
- SHA
- 04905b58
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_model
This model is a fine-tuned version of facebook/musicgen-melody on the TAUFIQSYED/SALAMI_CLEANED_SAMPLED - DEFAULT dataset. It achieves the following results on the evaluation set:
- Loss: 6.1330
- Clap: 0.1080
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: 1
- eval_batch_size: 1
- seed: 456
- gradient_accumulation_steps: 16
- total_train_batch_size: 16
- optimizer: Use adamw_torch with betas=(0.9,0.99) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 4.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Clap |
|---|---|---|---|---|
| 6.4684 | 0.4813 | 25 | 6.0063 | 0.0988 |
| 6.4209 | 0.9627 | 50 | 6.0700 | 0.1396 |
| 6.7252 | 1.4428 | 75 | 6.0365 | 0.1031 |
| 6.1879 | 1.9242 | 100 | 5.8966 | 0.1233 |
| 6.3642 | 2.4043 | 125 | 6.8064 | 0.1065 |
| 6.2382 | 2.8857 | 150 | 6.1185 | 0.0766 |
| 6.3169 | 3.3658 | 175 | 6.1162 | 0.0969 |
| 5.7667 | 3.8472 | 200 | 6.1305 | 0.1143 |
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_melody
- License
- cc-by-nc-4.0
- Created
- Dec 2, 2024
- Updated
- Dec 2, 2024