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export PYTHONPATH="../":"${PYTHONPATH}" | |
python distillation.py \ | |
--teacher facebook/bart-large-xsum --data_dir xsum \ | |
--tokenizer_name facebook/bart-large-xsum \ | |
--student_decoder_layers 6 --student_encoder_layers 12 \ | |
--freeze_encoder --freeze_embeds \ | |
--learning_rate=3e-4 \ | |
--do_train \ | |
--do_predict \ | |
--fp16 --fp16_opt_level=O1 \ | |
--val_check_interval 0.1 --n_val 1000 --eval_beams 2 --length_penalty=0.5 \ | |
--max_target_length=60 --val_max_target_length=60 --test_max_target_length=100 \ | |
--model_name_or_path IGNORED \ | |
--alpha_hid=3. \ | |
--train_batch_size=16 --eval_batch_size=16 --gradient_accumulation_steps=2 \ | |
--sortish_sampler \ | |
--num_train_epochs=6 \ | |
--warmup_steps 500 \ | |
--output_dir distilbart_xsum_12_6 \ | |
"$@" | |