41 lines
1.1 KiB
Bash
Executable File
41 lines
1.1 KiB
Bash
Executable File
#!/usr/bin/env bash
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export model_path=$1
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mkdir -p ${model_path}
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python run_common_voice.py \
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--dataloader_num_workers="8" \
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--model_name_or_path="facebook/wav2vec2-large-xlsr-53" \
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--dataset_config_name="ar" \
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--output_dir=${model_path} \
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--num_train_epochs="50" \
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--per_device_train_batch_size="16" \
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--per_device_eval_batch_size="16" \
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--evaluation_strategy="steps" \
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--warmup_steps="500" \
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--fp16 \
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--freeze_feature_extractor \
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--save_steps="400" \
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--eval_steps="400" \
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--logging_steps="400" \
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--save_total_limit="1" \
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--group_by_length \
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--attention_dropout="0.094" \
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--activation_dropout="0.055" \
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--feat_proj_dropout="0.04" \
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--hidden_dropout="0.047" \
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--layerdrop="0.041" \
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--mask_time_prob="0.082" \
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--gradient_checkpointing \
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--learning_rate="3e-4" \
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--do_train --do_eval
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#--model_name_or_path="facebook/wav2vec2-large-xlsr-53" \
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#--overwrite_output_dir \
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#--model_name_or_path="/home/othrif/projects/wav2vec2/finetune-xlsr/models/ar/msa/wav2vec2-large-xlsr-arabic" \
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