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22 lines
747 B
Bash
Executable File
22 lines
747 B
Bash
Executable File
#!/usr/bin/env bash
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export PYTHONPATH="../":"${PYTHONPATH}"
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export BS=16
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export GAS=2
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python distillation.py \
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--learning_rate=3e-4 \
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--do_train \
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--do_predict \
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--fp16 \
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--val_check_interval 0.1 --n_val 1000 \
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--teacher facebook/bart-large-xsum --data_dir $XSUM_DIR \
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--max_target_length=60 --val_max_target_length=60 --test_max_target_length=100 \
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--student_decoder_layers 6 --student_encoder_layers 12 \
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--freeze_encoder --freeze_embeds \
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--model_name_or_path IGNORED \
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--alpha_hid=3. --length_penalty=0.5 \
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--train_batch_size=$BS --eval_batch_size=$BS --gradient_accumulation_steps=$GAS --num_train_epochs=6 \
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--tokenizer_name facebook/bart-large \
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--warmup_steps 500 \
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--output_dir distilbart_xsum_12_6 \
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"$@"
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