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#!/usr/bin/env bash
set -eu
# --ddp_timeout DDP_TIMEOUT
# Overrides the default timeout for distributed training
# (value should be given in seconds). (default: 1800)
# --ddp_timeout 18000 --> 300min
accelerate launch \
run_speech_recognition_ctc_bnb.py \
--ddp_timeout 180000 \
--activation_dropout="0.1" \
--dataset_name="gttsehu/basque_parliament_1" \
--do_train --do_eval \
--eval_metrics wer cer \
--eval_split_name="validation" \
--eval_steps="4000" \
--evaluation_strategy="steps" \
--fp16 \
--freeze_feature_encoder \
--gradient_accumulation_steps="2" \
--gradient_checkpointing \
--group_by_length \
--learning_rate="1e-4" \
--length_column_name="input_length" \
--logging_steps="4000" \
--model_name_or_path="facebook/wav2vec2-xls-r-300m" \
--num_train_epochs="6" \
--output_dir="./" \
--overwrite_output_dir \
--preprocessing_num_workers=32 \
--per_device_train_batch_size="4" \
--per_device_eval_batch_size="4" \
--save_strategy="no" \
--text_column_name="sentence" \
--train_split_name="train_clean" \
--warmup_steps="1000" \
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