mikhail-panzo
commited on
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_b128_le3_s4000
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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_b128_le3_s4000
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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: 1.5588
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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: 0.001
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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: 8
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- total_train_batch_size: 128
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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: 4000
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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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| 0.4367 | 44.4444 | 500 | 0.4145 |
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| 0.4709 | 88.8889 | 1000 | 0.4964 |
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| 1.5891 | 133.3333 | 1500 | 1.5470 |
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| 1.5787 | 177.7778 | 2000 | 1.5497 |
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| 1.5714 | 222.2222 | 2500 | 1.5524 |
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| 1.5715 | 266.6667 | 3000 | 1.5577 |
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| 1.5689 | 311.1111 | 3500 | 1.5574 |
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| 1.5691 | 355.5556 | 4000 | 1.5588 |
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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/Apr29_18-10-31_9ccc60c25229/events.out.tfevents.1714414232.9ccc60c25229.2467.1
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