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accelerate launch --mixed_precision=bf16 run_distillation.py \
--model_name_or_path "./distil-large-v3-init" \
--teacher_model_name_or_path "GalaktischeGurke/swhisper_large_8552" \
--train_dataset_name "GalaktischeGurke/merge_all_OS_v3" \
--train_dataset_config_name "default" \
--train_split_name "train" \
--text_column_name "sentence" \
--eval_text_column_name "sentence" \
--audio_column_name "audio" \
--eval_dataset_name "GalaktischeGurke/merge_all_OS_v3" \
--eval_dataset_config_name "default" \
--eval_split_name "test" \
--eval_steps 5000 \
--save_steps 5000 \
--warmup_steps 500 \
--learning_rate 1e-4 \
--lr_scheduler_type "linear" \
--logging_steps 25 \
--save_total_limit 5 \
--max_steps 100000 \
--per_device_train_batch_size 4 \
--per_device_eval_batch_size 4 \
--dataloader_num_workers 130 \
--preprocessing_num_workers 130 \
--ddp_timeout 7200 \
--dtype "bfloat16" \
--output_dir "./" \
--use_pseudo_labels "false" \
--condition_on_prev_probability "0.0" \
--do_train \
--do_eval \
--gradient_checkpointing \
--overwrite_output_dir \
--predict_with_generate \
--freeze_encoder \
--streaming false \
--push_to_hub \
--report_to "wandb"accelerate launch --mixed_precision=bf16 run_distillation.py \
--model_name_or_path "./distil-large-v3-init" \
--teacher_model_name_or_path "GalaktischeGurke/swhisper_large_8552" \
--train_dataset_name "GalaktischeGurke/merge_all_OS_v3" \
--train_dataset_config_name "default" \
--train_split_name "train" \
--text_column_name "sentence" \
--eval_text_column_name "sentence" \
--audio_column_name "audio" \
--eval_dataset_name "GalaktischeGurke/merge_all_OS_v3" \
--eval_dataset_config_name "default" \
--eval_split_name "test" \
--eval_steps 5000 \
--save_steps 5000 \
--warmup_steps 500 \
--learning_rate 1e-4 \
--lr_scheduler_type "linear" \
--logging_steps 25 \
--save_total_limit 5 \
--max_steps 100000 \
--per_device_train_batch_size 4 \
--per_device_eval_batch_size 4 \
--dataloader_num_workers 130 \
--preprocessing_num_workers 130 \
--ddp_timeout 7200 \
--dtype "bfloat16" \
--output_dir "./" \
--use_pseudo_labels "false" \
--condition_on_prev_probability "0.0" \
--do_train \
--do_eval \
--gradient_checkpointing \
--overwrite_output_dir \
--predict_with_generate \
--freeze_encoder \
--streaming false \
--push_to_hub \
--report_to "wandb"
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