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README.md
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@@ -31,7 +31,7 @@ should probably proofread and complete it, then remove this comment. -->
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# Whisper Small Da - WasuratS
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 13 dataset
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It achieves the following results on the evaluation set:
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- Loss: 0.6393
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- Wer Ortho: 29.0926
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- training_steps: 4000
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- mixed_precision_training: Native AMP
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``` %python
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from transformers import Seq2SeqTrainingArguments
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training_args = Seq2SeqTrainingArguments(
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output_dir="./whisper-small-da",
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per_device_train_batch_size=16,
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gradient_accumulation_steps=1,
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learning_rate=1e-5,
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lr_scheduler_type="linear",
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warmup_steps=50,
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max_steps=4000,
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gradient_checkpointing=True,
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fp16=True,
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fp16_full_eval=True,
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evaluation_strategy="steps",
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per_device_eval_batch_size=16,
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predict_with_generate=True,
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generation_max_length=225,
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save_steps=500,
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eval_steps=500,
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logging_steps=25,
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report_to=["tensorboard"],
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load_best_model_at_end=True,
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metric_for_best_model="wer",
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greater_is_better=False,
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push_to_hub=True,
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)
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```
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### Training results
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# Whisper Small Da - WasuratS
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 13 dataset on Danish language
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It achieves the following results on the evaluation set:
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- Loss: 0.6393
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- Wer Ortho: 29.0926
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- training_steps: 4000
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- mixed_precision_training: Native AMP
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### Training results
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