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zlm_b128_le4_s8000
mikhail-panzo/zlm_b128_le4_s8000
zlm_b128_le4_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
- Apr 28, 2024
- Updated
- May 6, 2024
- SHA
- ba6aeb4d
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. -->
zlm_b128_le4_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: 0.3140
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: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 8
- 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 |
|---|---|---|---|
| 0.5174 | 0.8377 | 500 | 0.4794 |
| 0.4561 | 1.6754 | 1000 | 0.4022 |
| 0.4169 | 2.5131 | 1500 | 0.3854 |
| 0.4054 | 3.3508 | 2000 | 0.3649 |
| 0.3863 | 4.1885 | 2500 | 0.3528 |
| 0.3807 | 5.0262 | 3000 | 0.3480 |
| 0.3708 | 5.8639 | 3500 | 0.3432 |
| 0.366 | 6.7016 | 4000 | 0.3328 |
| 0.3575 | 7.5393 | 4500 | 0.3300 |
| 0.3607 | 8.3770 | 5000 | 0.3284 |
| 0.352 | 9.2147 | 5500 | 0.3232 |
| 0.3471 | 10.0524 | 6000 | 0.3189 |
| 0.3469 | 10.8901 | 6500 | 0.3171 |
| 0.3465 | 11.7277 | 7000 | 0.3161 |
| 0.3443 | 12.5654 | 7500 | 0.3159 |
| 0.3432 | 13.4031 | 8000 | 0.3140 |
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
- Apr 28, 2024
- Updated
- May 6, 2024