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23 lines
898 B
Bash
23 lines
898 B
Bash
export WANDB_PROJECT=distil-marian
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export BS=64
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export GAS=1
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export m=sshleifer/student_marian_en_ro_6_3
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export MAX_LEN=128
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python finetune_trainer.py \
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--tokenizer_name $m --model_name_or_path $m \
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--data_dir $ENRO_DIR \
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--output_dir marian_en_ro_6_3 --overwrite_output_dir \
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--learning_rate=3e-4 \
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--warmup_steps 500 --sortish_sampler \
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--fp16 \
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--gradient_accumulation_steps=$GAS \
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--per_device_train_batch_size=$BS --per_device_eval_batch_size=$BS \
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--freeze_encoder --freeze_embeds \
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--num_train_epochs=6 \
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--save_steps 3000 --eval_steps 3000 \
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--max_source_length $MAX_LEN --max_target_length $MAX_LEN --val_max_target_length $MAX_LEN --test_max_target_length $MAX_LEN \
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--do_train --do_eval --do_predict --evaluate_during_training\
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--predict_with_generate --logging_first_step \
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--task translation --label_smoothing 0.1 \
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"$@"
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