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ceb_b128_le3_s8000
mikhail-panzo/ceb_b128_le3_s8000
ceb_b128_le3_s8000 is a text-to-audio model from mikhail-panzo. 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 transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text-to-Audio
- Library
- transformers
- License
- mit
- Model type
- speecht5
- Access
- Public
- Created
- May 2, 2024
- Updated
- May 3, 2024
- SHA
- 840ebe27
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. -->
ceb_b128_le3_s8000
This model is a fine-tuned version of microsoft/speecht5_tts on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.4349
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: 0.001
- train_batch_size: 32
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 2000
- training_steps: 8000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.4379 | 39.2157 | 500 | 0.4143 |
| 0.4492 | 78.4314 | 1000 | 0.4377 |
| 1.4417 | 117.6471 | 1500 | 1.4372 |
| 1.4311 | 156.8627 | 2000 | 1.4308 |
| 1.4506 | 196.0784 | 2500 | 1.4365 |
| 1.4286 | 235.2941 | 3000 | 1.4312 |
| 1.4285 | 274.5098 | 3500 | 1.4329 |
| 1.421 | 313.7255 | 4000 | 1.4406 |
| 1.4228 | 352.9412 | 4500 | 1.4337 |
| 1.4232 | 392.1569 | 5000 | 1.4328 |
| 1.4208 | 431.3725 | 5500 | 1.4331 |
| 1.4211 | 470.5882 | 6000 | 1.4311 |
| 1.4204 | 509.8039 | 6500 | 1.4344 |
| 1.4196 | 549.0196 | 7000 | 1.4362 |
| 1.4194 | 588.2353 | 7500 | 1.4361 |
| 1.4184 | 627.4510 | 8000 | 1.4349 |
Framework versions
- Transformers 4.41.0.dev0
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Text-to-Audio
- Library
- transformers
- Type
- speecht5
- License
- mit
- Created
- May 2, 2024
- Updated
- May 3, 2024