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End of training

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README.md ADDED
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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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+ model-index:
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+ - name: HopefulASR
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+ results: []
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+ ---
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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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+
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+ # HopefulASR
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+
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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: 0.4022
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 100
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+ - training_steps: 2000
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-------:|:----:|:---------------:|
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+ | 0.4624 | 3.0769 | 100 | 0.4358 |
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+ | 0.4523 | 6.1538 | 200 | 0.4288 |
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+ | 0.4385 | 9.2308 | 300 | 0.4148 |
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+ | 0.4288 | 12.3077 | 400 | 0.4126 |
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+ | 0.4262 | 15.3846 | 500 | 0.4114 |
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+ | 0.4236 | 18.4615 | 600 | 0.4128 |
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+ | 0.416 | 21.5385 | 700 | 0.4105 |
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+ | 0.4118 | 24.6154 | 800 | 0.4111 |
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+ | 0.4091 | 27.6923 | 900 | 0.4074 |
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+ | 0.4044 | 30.7692 | 1000 | 0.4085 |
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+ | 0.4048 | 33.8462 | 1100 | 0.4080 |
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+ | 0.402 | 36.9231 | 1200 | 0.4021 |
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+ | 0.3957 | 40.0 | 1300 | 0.4034 |
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+ | 0.3977 | 43.0769 | 1400 | 0.4027 |
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+ | 0.3982 | 46.1538 | 1500 | 0.4041 |
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+ | 0.395 | 49.2308 | 1600 | 0.4003 |
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+ | 0.3913 | 52.3077 | 1700 | 0.4017 |
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+ | 0.3969 | 55.3846 | 1800 | 0.4032 |
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+ | 0.3918 | 58.4615 | 1900 | 0.4024 |
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+ | 0.3898 | 61.5385 | 2000 | 0.4022 |
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+
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+
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+ ### Framework versions
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+
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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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+ "max_length": 1876,
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+ "transformers_version": "4.44.2"
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