Commit
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fe18188
1
Parent(s):
ace4f16
Added training run command
Browse files
run.sh
ADDED
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#!/bin/bash
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python run_speech_recognition_ctc.py \
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--dataset_name="common_voice" \
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--model_name_or_path="facebook/wav2vec2-xls-r-300m" \
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--dataset_config_name="zh-CN" \
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--output_dir="./wav2vec2-xls-r-300m-zh-CN" \
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--overwrite_output_dir \
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--num_train_epochs="50" \
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--per_device_train_batch_size="8" \
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--per_device_eval_batch_size="8" \
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--max_duration_in_seconds="7" \
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--max_eval_samples="3000" \
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--gradient_accumulation_steps="4" \
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--learning_rate="7.5e-5" \
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--warmup_steps="2000" \
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--length_column_name="input_length" \
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--evaluation_strategy="steps" \
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--text_column_name="sentence" \
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--save_steps="500" \
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--eval_steps="500" \
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--logging_steps="100" \
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--layerdrop="0.0" \
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--activation_dropout="0.1" \
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--save_total_limit="3" \
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--freeze_feature_encoder \
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--feat_proj_dropout="0.0" \
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--mask_time_prob="0.75" \
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--mask_time_length="10" \
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--mask_feature_prob="0.25" \
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--mask_feature_length="64" \
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--gradient_checkpointing \
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--fp16 \
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--group_by_length \
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--do_train --do_eval \
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