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: apache-2.0
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base_model: facebook/wav2vec2-base-960h
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tags:
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- generated_from_trainer
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datasets:
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- ikhlas_recitations
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model-index:
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- name: wav2vec2-base-960h-surah-ikhlas
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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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# wav2vec2-base-960h-surah-ikhlas
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This model is a fine-tuned version of [facebook/wav2vec2-base-960h](https://huggingface.co/facebook/wav2vec2-base-960h) on the ikhlas_recitations dataset.
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It achieves the following results on the evaluation set:
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- Loss: 192.3414
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- Cer: 1.0
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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: 0.0002
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- train_batch_size: 4
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- eval_batch_size: 4
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- seed: 42
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 8
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 10
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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 | Cer |
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|:-------------:|:-----:|:----:|:---------------:|:---:|
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| 252.9518 | 1.0 | 169 | 192.9570 | 1.0 |
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| 197.4007 | 2.0 | 338 | 195.8111 | 1.0 |
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| 199.6979 | 3.0 | 507 | 195.2820 | 1.0 |
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| 192.7235 | 4.0 | 676 | 194.1128 | 1.0 |
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| 191.8175 | 5.0 | 845 | 191.2574 | 1.0 |
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| 198.807 | 6.0 | 1014 | 192.3538 | 1.0 |
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| 197.9822 | 7.0 | 1183 | 193.7099 | 1.0 |
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| 198.7911 | 8.0 | 1352 | 192.4198 | 1.0 |
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| 195.2912 | 9.0 | 1521 | 192.4637 | 1.0 |
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| 204.8462 | 10.0 | 1690 | 192.3414 | 1.0 |
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### Framework versions
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- Transformers 4.46.2
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- Pytorch 2.5.0+cu121
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- Datasets 3.1.0
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- Tokenizers 0.20.3
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model.safetensors
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