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run.sh
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python main.py -c 0 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 10 -bs 5
python main.py -c 2 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 10 -bs 5
python main.py -c 1 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 10 -bs 5
python main.py -c 0 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 100 -bs 20
python main.py -c 2 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 100 -bs 20
python main.py -c 1 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 100 -bs 20
# case 3 is prompting a model so we're gonna stick with ten instances only, not bother with 100
python main.py -c 3 -ni 10 -e 1 -eft 5 -r 1 -tot -ns 10 -bs 5
python main.py -c 0 -ni 10 -e 1 -eft 5 -r 5 -tot -d SetFit/bbc-news
python main.py -c 2 -ni 10 -e 1 -eft 5 -r 5 -tot -d SetFit/bbc-news
python main.py -c 1 -ni 10 -e 1 -eft 5 -r 5 -tot -d SetFit/bbc-news
python main.py -c 0 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 10 -bs 5 -d SetFit/bbc-news
python main.py -c 2 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 10 -bs 5 -d SetFit/bbc-news
python main.py -c 1 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 10 -bs 5 -d SetFit/bbc-news
python main.py -c 0 -ni 10 -e 1 -eft 5 -r 5 -tot -bs 20 -ns 100 -d SetFit/bbc-news
python main.py -c 2 -ni 10 -e 1 -eft 5 -r 5 -tot -bs 20 -ns 100 -d SetFit/bbc-news
python main.py -c 1 -ni 10 -e 1 -eft 5 -r 5 -tot -bs 20 -ns 100 -d SetFit/bbc-news
## case 3 is prompting a model so we're gonna stick with ten instances only, not bother with 100
python main.py -c 3 -ni 10 -e 1 -eft 5 -r 1 -tot -ns 10 -bs 5 -d SetFit/bbc-news
python main.py -c 0 -ni 10 -e 1 -eft 5 -r 5 -tot -d SetFit/enron_spam
python main.py -c 2 -ni 10 -e 1 -eft 5 -r 5 -tot -d SetFit/enron_spam
python main.py -c 1 -ni 10 -e 1 -eft 5 -r 5 -tot -d SetFit/enron_spam
python main.py -c 0 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 10 -bs 5 -d SetFit/enron_spam
python main.py -c 2 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 10 -bs 5 -d SetFit/enron_spam
python main.py -c 1 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 10 -bs 5 -d SetFit/enron_spam
python main.py -c 0 -ni 10 -e 1 -eft 5 -r 5 -tot -bs 20 -ns 100 -d SetFit/enron_spam
python main.py -c 2 -ni 10 -e 1 -eft 5 -r 5 -tot -bs 20 -ns 100 -d SetFit/enron_spam
python main.py -c 1 -ni 10 -e 1 -eft 5 -r 5 -tot -bs 20 -ns 100 -d SetFit/enron_spam
# case 3 is prompting a model so we're gonna stick with ten instances only, not bother with 100
python main.py -c 3 -ni 10 -e 1 -eft 5 -r 1 -tot -ns 10 -bs 5 -d SetFit/enron_spam
python main.py -c 0 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 100 -bs 20 -d imdb
python main.py -c 2 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 100 -bs 20 -d imdb
python main.py -c 1 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 100 -bs 20 -d imdb
python main.py -c 0 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 10 -bs 5 -d imdb
python main.py -c 2 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 10 -bs 5 -d imdb
python main.py -c 1 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 10 -bs 5 -d imdb
# case 3 is prompting a model so we're gonna stick with ten instances only, not bother with 100
python main.py -c 3 -ni 10 -e 1 -eft 5 -r 1 -tot -ns 10 -bs 5 -d imdb
python main.py -c 0 -ni 10 -e 1 -eft 5 -r 5 -tot -bs 20 -ns 100 -d SetFit/sst2
python main.py -c 2 -ni 10 -e 1 -eft 5 -r 5 -tot -bs 20 -ns 100 -d SetFit/sst2
python main.py -c 1 -ni 10 -e 1 -eft 5 -r 5 -tot -bs 20 -ns 100 -d SetFit/sst2
python main.py -c 0 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 10 -bs 5 -d SetFit/sst2
python main.py -c 2 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 10 -bs 5 -d SetFit/sst2
python main.py -c 1 -ni 10 -e 1 -eft 5 -r 5 -tot -ns 10 -bs 5 -d SetFit/sst2
# case 3 is prompting a model so we're gonna stick with ten instances only, not bother with 100
python main.py -c 3 -ni 10 -e 1 -eft 5 -r 1 -tot -ns 10 -bs 5 -d SetFit/sst2
# Much more expensive (time; memory) Active Learning things
python active.py -d imdb -ns 100 -nq 10
python active.py -d SetFit/sst2 -ns 100 -nq 10
python active.py -d SetFit/enron_spam -ns 100 -nq 10
python active.py -d SetFit/SentEval-CR -ns 100 -nq 10
python active.py -d SetFit/bbc-news -ns 100 -nq 10