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MTL-ACS-eval.sh
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MTL-ACS-eval.sh
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#!/usr/bin/env bash
mbert_path=./mbert
src_lang=en
# fr es nl ru
# xlmr_path=../trained-transformers/xlmr-base
for tgt_lang in fr es nl ru; do
for seed in 1111 2222 3333 4444 5555; do
python main_eval_train_dataset.py --tfm_type mbert \
--exp_type acs_mtl \
--model_name_or_path $mbert_path \
--data_dir ./data \
--src_lang $src_lang \
--tgt_lang $tgt_lang \
--do_eval \
--ignore_cached_data \
--per_gpu_train_batch_size 16 \
--per_gpu_eval_batch_size 12 \
--learning_rate 5e-5 \
--tagging_schema BIEOS \
--overwrite_output_dir \
--max_steps 2000 \
--train_begin_saving_step 1500 \
--eval_begin_end 1500-2000 \
--seed $seed
python main_cl_cse_token_level_mtl_student_eval_train_dataset.py --tfm_type mbert \
--exp_type acs_mtl \
--model_name_or_path $mbert_path \
--data_dir ./data \
--src_lang $src_lang \
--tgt_lang $tgt_lang \
--do_eval \
--ignore_cached_data \
--per_gpu_train_batch_size 32 \
--per_gpu_eval_batch_size 12 \
--learning_rate 5e-5 \
--tagging_schema BIEOS \
--overwrite_output_dir \
--max_steps 2000 \
--train_begin_saving_step 1500 \
--eval_begin_end 1500-2000 \
--seed $seed
python main_cl_cse_sentiment_level_mtl_student_eval_train_dataset.py --tfm_type mbert \
--exp_type acs_mtl \
--model_name_or_path $mbert_path \
--data_dir ./data \
--src_lang $src_lang \
--tgt_lang $tgt_lang \
--do_eval \
--ignore_cached_data \
--per_gpu_train_batch_size 64 \
--per_gpu_eval_batch_size 12 \
--learning_rate 5e-5 \
--tagging_schema BIEOS \
--overwrite_output_dir \
--max_steps 2000 \
--train_begin_saving_step 1500 \
--eval_begin_end 1500-2000 \
--seed $seed
done
done