End of training
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README.md
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---
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library_name: transformers
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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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datasets:
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- common_voice_17_0
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model-index:
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- name: SpeechT5-Hausa-5
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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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# SpeechT5-Hausa-5
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This model is a fine-tuned version of [microsoft/speecht5_tts](https://huggingface.co/microsoft/speecht5_tts) on the common_voice_17_0 dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4702
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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: 4
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- eval_batch_size: 2
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- seed: 42
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- gradient_accumulation_steps: 8
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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: 200
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- training_steps: 2000
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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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| 0.6245 | 1.8476 | 100 | 0.5508 |
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| 0.5758 | 3.6952 | 200 | 0.5566 |
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| 0.5463 | 5.5427 | 300 | 0.5015 |
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| 0.5299 | 7.3903 | 400 | 0.4968 |
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| 0.5139 | 9.2379 | 500 | 0.4792 |
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| 0.5132 | 11.0855 | 600 | 0.4823 |
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| 0.4982 | 12.9330 | 700 | 0.4640 |
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| 0.4889 | 14.7806 | 800 | 0.4649 |
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| 0.4841 | 16.6282 | 900 | 0.4601 |
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| 0.4795 | 18.4758 | 1000 | 0.4631 |
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| 0.4779 | 20.3233 | 1100 | 0.4592 |
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| 0.4642 | 22.1709 | 1200 | 0.4651 |
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| 0.4618 | 24.0185 | 1300 | 0.4599 |
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| 0.4583 | 25.8661 | 1400 | 0.4634 |
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| 0.4584 | 27.7136 | 1500 | 0.4592 |
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| 0.4539 | 29.5612 | 1600 | 0.4604 |
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| 0.4498 | 31.4088 | 1700 | 0.4642 |
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| 0.4428 | 33.2564 | 1800 | 0.4677 |
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| 0.4517 | 35.1039 | 1900 | 0.4705 |
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| 0.4371 | 36.9515 | 2000 | 0.4702 |
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### Framework versions
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- Transformers 4.44.2
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- Pytorch 2.4.1+cu121
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- Datasets 3.0.0
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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": "4.44.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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runs/Sep24_19-03-36_af4b4aad8c4a/events.out.tfevents.1727204618.af4b4aad8c4a.712.0
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size 29223
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