run.sh

#!/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" \