Commit
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End of training
Browse files
README.md
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---
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license: mit
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base_model: microsoft/speecht5_tts
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tags:
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- generated_from_trainer
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model-index:
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- name: fil_b32_le4_s8000
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# fil_b32_le4_s8000
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This model is a fine-tuned version of [microsoft/speecht5_tts](https://huggingface.co/microsoft/speecht5_tts) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4087
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0001
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- train_batch_size: 16
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 32
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 2000
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- training_steps: 8000
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:--------:|:----:|:---------------:|
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| 0.498 | 10.9890 | 500 | 0.4393 |
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| 0.448 | 21.9780 | 1000 | 0.4195 |
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| 0.4411 | 32.9670 | 1500 | 0.4205 |
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| 0.4347 | 43.9560 | 2000 | 0.4253 |
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| 0.4173 | 54.9451 | 2500 | 0.4151 |
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| 0.4012 | 65.9341 | 3000 | 0.4118 |
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| 0.4023 | 76.9231 | 3500 | 0.4092 |
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| 0.3873 | 87.9121 | 4000 | 0.4116 |
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| 0.381 | 98.9011 | 4500 | 0.4089 |
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| 0.3804 | 109.8901 | 5000 | 0.4093 |
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| 0.3724 | 120.8791 | 5500 | 0.4066 |
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| 0.3665 | 131.8681 | 6000 | 0.4092 |
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| 0.3635 | 142.8571 | 6500 | 0.4099 |
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| 0.3562 | 153.8462 | 7000 | 0.4075 |
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| 0.3581 | 164.8352 | 7500 | 0.4097 |
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| 0.3461 | 175.8242 | 8000 | 0.4087 |
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### Framework versions
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- Transformers 4.41.0.dev0
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- Pytorch 2.2.1+cu121
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- Datasets 2.19.0
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- Tokenizers 0.19.1
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 0,
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"decoder_start_token_id": 2,
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"eos_token_id": 2,
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"max_length": 1876,
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"pad_token_id": 1,
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"transformers_version": "4.41.0.dev0"
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}
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model.safetensors
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runs/May04_12-50-10_6594d97984c3/events.out.tfevents.1714827011.6594d97984c3.2926.0
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