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speecht5_finetuned_en32_lr201
Olivia111/speecht5_finetuned_en32_lr201
speecht5_finetuned_en32_lr201 is a text-to-audio model from Olivia111. 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
- Jul 18, 2024
- Updated
- Jul 18, 2024
- SHA
- bddf01b5
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. -->
speecht5_finetuned_en32_lr201
This model is a fine-tuned version of microsoft/speecht5_tts on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.1221
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: 2
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 256
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 1500
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.4125 | 27.5862 | 100 | 0.4236 |
| 0.3922 | 55.1724 | 200 | 0.4396 |
| 0.4041 | 82.7586 | 300 | 0.4569 |
| 1.2069 | 110.3448 | 400 | 1.5275 |
| 1.1191 | 137.9310 | 500 | 1.1303 |
| 1.1334 | 165.5172 | 600 | 1.1247 |
| 1.1152 | 193.1034 | 700 | 1.1261 |
| 1.1065 | 220.6897 | 800 | 1.1219 |
| 1.1053 | 248.2759 | 900 | 1.1215 |
| 1.1055 | 275.8621 | 1000 | 1.1253 |
| 1.1281 | 303.4483 | 1100 | 1.1225 |
| 1.1074 | 331.0345 | 1200 | 1.1230 |
| 1.1043 | 358.6207 | 1300 | 1.1228 |
| 1.1038 | 386.2069 | 1400 | 1.1227 |
| 1.1036 | 413.7931 | 1500 | 1.1221 |
Framework versions
- Transformers 4.42.4
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Text-to-Audio
- Library
- transformers
- Type
- speecht5
- License
- mit
- Created
- Jul 18, 2024
- Updated
- Jul 18, 2024