init

training_scripts/finetune_t5.py

@@ -283,7 +283,7 @@ if __name__ == '__main__':
     parser.add_argument('--batch', nargs='+', default=None, type=int)
     parser.add_argument('--batch-eval', type=int, default=None)
     parser.add_argument('--down-sample-train', default=None, type=int)
-    parser.add_argument('--down-sample-validation', default=2000, type=int)
+    parser.add_argument('--down-sample-validation', default=200, type=int)
     parser.add_argument('--random-seed', default=42, type=int)
     parser.add_argument('--use-auth-token', action='store_true')
     parser.add_argument('--eval-steps', default=100, type=int)

training_scripts/script.sh

@@ -7,11 +7,13 @@ python finetune_t5.py -m cardiffnlp/mt5-small-tweet-topic-multi-en-2022 --datase
 python finetune_t5.py -m cardiffnlp/mt5-small-tweet-topic-multi-en-2022 --dataset-name en --skip-train --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-en-2022 --model-organization cardiffnlp --use-auth-token
 python finetune_t5.py -m cardiffnlp/mt5-small-tweet-topic-multi-en-2022 --dataset-name en --skip-train --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-en-2022 --model-organization cardiffnlp --use-auth-token
 
+# 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
+python finetune_t5.py --dataset-name mix_2022 --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-mix-2022 --model-organization cardiffnlp --use-auth-token
 
-
+# single
 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 --skip-train --skip-test
 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