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README.md
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---
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library_name: transformers
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license: cc-by-nc-4.0
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base_model: facebook/mms-1b-all
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tags:
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- generated_from_trainer
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metrics:
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- wer
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model-index:
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- name: mms-1b-swagen-female-model
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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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# mms-1b-swagen-female-model
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This model is a fine-tuned version of [facebook/mms-1b-all](https://huggingface.co/facebook/mms-1b-all) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.2065
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- Wer: 0.1896
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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: 0.0003
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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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- 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_steps: 100
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- training_steps: 2500
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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 | Wer |
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|:-------------:|:------:|:----:|:---------------:|:------:|
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| 8.5907 | 0.1176 | 100 | 4.5590 | 1.0 |
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| 4.3006 | 0.2353 | 200 | 4.2573 | 1.0 |
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| 4.1906 | 0.3529 | 300 | 3.8436 | 1.0 |
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| 1.1198 | 0.4706 | 400 | 0.2569 | 0.1996 |
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| 0.3012 | 0.5882 | 500 | 0.2466 | 0.1942 |
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| 0.2919 | 0.7059 | 600 | 0.2501 | 0.1990 |
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| 0.267 | 0.8235 | 700 | 0.2353 | 0.1894 |
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| 0.2666 | 0.9412 | 800 | 0.2280 | 0.1904 |
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| 0.2396 | 1.0588 | 900 | 0.2238 | 0.1892 |
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| 0.258 | 1.1765 | 1000 | 0.2202 | 0.1898 |
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| 0.2192 | 1.2941 | 1100 | 0.2196 | 0.1938 |
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| 0.2353 | 1.4118 | 1200 | 0.2169 | 0.1875 |
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| 0.2398 | 1.5294 | 1300 | 0.2164 | 0.1896 |
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| 0.2419 | 1.6471 | 1400 | 0.2146 | 0.1913 |
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| 0.2582 | 1.7647 | 1500 | 0.2122 | 0.1905 |
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| 0.2417 | 1.8824 | 1600 | 0.2105 | 0.1861 |
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| 0.2375 | 2.0 | 1700 | 0.2091 | 0.1892 |
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| 0.2353 | 2.1176 | 1800 | 0.2087 | 0.1882 |
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| 0.23 | 2.2353 | 1900 | 0.2091 | 0.1904 |
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| 0.2378 | 2.3529 | 2000 | 0.2067 | 0.1898 |
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| 0.2343 | 2.4706 | 2100 | 0.2061 | 0.1890 |
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| 0.2083 | 2.5882 | 2200 | 0.2084 | 0.1884 |
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| 0.2058 | 2.7059 | 2300 | 0.2085 | 0.1882 |
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| 0.2197 | 2.8235 | 2400 | 0.2062 | 0.1904 |
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| 0.2317 | 2.9412 | 2500 | 0.2065 | 0.1896 |
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### Framework versions
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- Transformers 4.47.1
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- Pytorch 2.5.1+cu124
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- Datasets 3.2.0
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- Tokenizers 0.21.0
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model.safetensors
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runs/Jan03_02-08-45_srvrocgpu011.uct.ac.za/events.out.tfevents.1735863038.srvrocgpu011.uct.ac.za
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