End of training
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README.md
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- generated_from_trainer
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datasets:
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- google/fleurs
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metrics:
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- wer
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model-index:
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- name: Whisper Small Igbo
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results:
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name: Automatic Speech Recognition
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type: automatic-speech-recognition
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dataset:
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name: google/fleurs-jboat
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type: google/fleurs
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config: ig_ng
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split: test
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args: ig_ng
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metrics:
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- name: Wer
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type: wer
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value: 44.01272438082254
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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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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the google/fleurs-jboat dataset.
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It achieves the following results on the evaluation set:
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## Model description
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: constant_with_warmup
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- lr_scheduler_warmup_steps: 50
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- training_steps:
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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 Ortho | Wer |
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|:-------------:|:-------:|:----:|:---------------:|:---------:|:-------:|
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| 0.3161 | 2.6455 | 500 | 0.7413 | 50.2340 | 46.1448 |
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| 0.0421 | 5.2910 | 1000 | 0.8582 | 49.0269 | 44.8004 |
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| 0.0168 | 7.9365 | 1500 | 0.9246 | 47.6351 | 43.5204 |
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| 0.0075 | 10.5820 | 2000 | 0.9912 | 47.7541 | 43.3121 |
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| 0.0051 | 13.2275 | 2500 | 1.0277 | 47.7377 | 43.3954 |
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| 0.0067 | 15.8730 | 3000 | 1.0354 | 47.6638 | 43.1644 |
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| 0.0041 | 18.5185 | 3500 | 1.0722 | 48.3864 | 44.1112 |
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| 0.0028 | 21.1640 | 4000 | 1.0619 | 47.8937 | 44.0127 |
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### Framework versions
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- Transformers 4.42.4
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- generated_from_trainer
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datasets:
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- google/fleurs
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model-index:
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- name: Whisper Small Igbo
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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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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the google/fleurs-jboat dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 1.1403
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- eval_wer_ortho: 47.1588
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- eval_wer: 42.9448
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- eval_runtime: 397.589
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- eval_samples_per_second: 2.437
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- eval_steps_per_second: 0.153
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- epoch: 37.0370
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- step: 7000
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## Model description
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: constant_with_warmup
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- lr_scheduler_warmup_steps: 50
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- training_steps: 8000
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.42.4
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model.safetensors
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runs/Jul24_17-24-06_0f8a7b59e9d5/events.out.tfevents.1721841855.0f8a7b59e9d5.233.1
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