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README.md
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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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# bach-arb
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This model is a fine-tuned version of [
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## Model description
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- num_epochs: 320
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.11.3
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---
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license: apache-2.0
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tags:
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- generated_from_trainer
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model-index:
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name: bach-arb
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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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# bach-arb
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This model is a fine-tuned version of [jonatasgrosman/wav2vec2-large-xlsr-53-german](https://huggingface.co/jonatasgrosman/wav2vec2-large-xlsr-53-german) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 8.2433
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- Wer: 1.2104
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## Model description
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- num_epochs: 320
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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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| 6.8552 | 20.0 | 100 | 3.0998 | 1.0 |
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| 2.7154 | 40.0 | 200 | 3.1360 | 1.0029 |
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| 1.778 | 60.0 | 300 | 3.9075 | 1.0173 |
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| 0.8588 | 80.0 | 400 | 5.1158 | 1.1354 |
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| 0.4147 | 100.0 | 500 | 6.1905 | 1.0403 |
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| 0.21 | 120.0 | 600 | 6.7319 | 1.3026 |
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| 0.1141 | 140.0 | 700 | 6.8747 | 1.1556 |
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| 0.0713 | 160.0 | 800 | 7.4069 | 1.2911 |
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| 0.0544 | 180.0 | 900 | 7.2074 | 1.1729 |
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| 0.0427 | 200.0 | 1000 | 7.7323 | 1.2219 |
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| 0.0325 | 220.0 | 1100 | 8.0445 | 1.1354 |
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| 0.0257 | 240.0 | 1200 | 7.8804 | 1.1210 |
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| 0.0194 | 260.0 | 1300 | 8.1589 | 1.1470 |
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| 0.0164 | 280.0 | 1400 | 8.2274 | 1.1470 |
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| 0.0132 | 300.0 | 1500 | 8.2207 | 1.1527 |
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| 0.0124 | 320.0 | 1600 | 8.2433 | 1.2104 |
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### Framework versions
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- Transformers 4.11.3
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