init

training_scripts/script.sh

@@ -8,7 +8,7 @@ python finetune_t5.py -m mt5-small-tweet-topic-multi-en-2022 --dataset-name ja -
 python finetune_t5.py -m mt5-small-tweet-topic-multi-en-2022 --dataset-name gr --skip-train --skip-validate --skip-upload --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-en-2022 --model-organization cardiffnlp --use-auth-token
 python finetune_t5.py -m mt5-small-tweet-topic-multi-en-2022 --dataset-name es --skip-train --skip-validate --skip-upload --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-en-2022 --model-organization cardiffnlp --use-auth-token
 cd mt5-small-tweet-topic-multi-en-2022 && git add . && git commit -m "update" && git push origin main && cd ..
-# mix
+## mix
 python finetune_t5.py --dataset-name mix --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-mix --model-organization cardiffnlp --use-auth-token
 git clone https://huggingface.co/cardiffnlp/mt5-small-tweet-topic-multi-mix
 python finetune_t5.py -m mt5-small-tweet-topic-multi-mix --dataset-name en --skip-train --skip-validate --skip-upload --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-mix --model-organization cardiffnlp --use-auth-token
@@ -16,15 +16,30 @@ python finetune_t5.py -m mt5-small-tweet-topic-multi-mix --dataset-name ja --ski
 python finetune_t5.py -m mt5-small-tweet-topic-multi-mix --dataset-name gr --skip-train --skip-validate --skip-upload --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-mix --model-organization cardiffnlp --use-auth-token
 python finetune_t5.py -m mt5-small-tweet-topic-multi-mix --dataset-name es --skip-train --skip-validate --skip-upload --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-mix --model-organization cardiffnlp --use-auth-token
 cd mt5-small-tweet-topic-multi-mix && git add . && git commit -m "update" && git push origin main && cd ..
-
 ## single
 python finetune_t5.py --dataset-name en --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-en --model-organization cardiffnlp --use-auth-token
 python finetune_t5.py --dataset-name ja --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-ja --model-organization cardiffnlp --use-auth-token
 python finetune_t5.py --dataset-name gr --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-gr --model-organization cardiffnlp --use-auth-token
 python finetune_t5.py --dataset-name es --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-es --model-organization cardiffnlp --use-auth-token
-
-# continuous
+## continuous
 python finetune_t5.py -m cardiffnlp/mt5-small-tweet-topic-multi-en-2022 --dataset-name es --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-en-2022-es --model-organization cardiffnlp --use-auth-token
 python finetune_t5.py -m cardiffnlp/mt5-small-tweet-topic-multi-en-2022 --dataset-name en --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-en-2022-en --model-organization cardiffnlp --use-auth-token
 python finetune_t5.py -m cardiffnlp/mt5-small-tweet-topic-multi-en-2022 --dataset-name ja --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-en-2022-ja --model-organization cardiffnlp --use-auth-token
 python finetune_t5.py -m cardiffnlp/mt5-small-tweet-topic-multi-en-2022 --dataset-name gr --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-en-2022-gr --model-organization cardiffnlp --use-auth-token
+
+# cross-validation
+for N in 0 1 2 3 4
+do
+  for LA in en ja gr es
+  do
+    python finetune_t5.py --dataset-name ${LA}_cross_validation_${N} --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-${LA}-cross-validation-${N} --model-organization cardiffnlp --use-auth-token
+  done
+done
+
+
+LA=en
+for N in 0 1 2 3 4
+do
+  python finetune_t5.py -m t5-small --dataset-name ${LA}_cross_validation_${N} --low-cpu-mem-usage --model-alias t5-small-tweet-topic-multi-${LA}-cross-validation-${N} --model-organization cardiffnlp --use-auth-token
+done
+