init

hf_change_visibility.py

@@ -0,0 +1,11 @@
+from pprint import pprint
+from huggingface_hub import ModelFilter, HfApi
+
+api = HfApi()
+filt = ModelFilter(author='cardiffnlp')
+models = api.list_models(filter=filt)
+models_filtered = [i.modelId for i in models if 'mt5' in i.modelId]
+pprint(sorted(models_filtered))
+input("private all? >>>")
+for i in models_filtered:
+    api.update_repo_visibility(repo_id=i, repo_type='model', private=True)

hf_remove_models.py

@@ -0,0 +1,11 @@
+from pprint import pprint
+from huggingface_hub import ModelFilter, HfApi
+
+api = HfApi()
+filt = ModelFilter(author='cardiffnlp')
+models = api.list_models(filter=filt)
+models_filtered = [i.modelId for i in models if 'cross-validation' in i.modelId]
+pprint(sorted(models_filtered))
+input("delete all? >>>")
+for i in models_filtered:
+    api.delete_repo(repo_id=i, repo_type='model')

training_scripts/script.sh

@@ -1,7 +1,7 @@
 
 # training
 ## en_2022
-python finetune_t5.py --dataset-name en_2022 --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-en-2022 --model-organization cardiffnlp --use-auth-token
+python finetune_t5.py --dataset-name en_2022 --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-en-2022 --model-organization cardiffnlp --use-auth-token --skip-test
 git clone https://huggingface.co/cardiffnlp/mt5-small-tweet-topic-multi-en-2022
 python finetune_t5.py -m mt5-small-tweet-topic-multi-en-2022 --dataset-name en --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 ja --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
@@ -9,19 +9,30 @@ python finetune_t5.py -m mt5-small-tweet-topic-multi-en-2022 --dataset-name gr -
 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
-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 --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-mix --model-organization cardiffnlp --use-auth-token --skip-test
 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
 python finetune_t5.py -m mt5-small-tweet-topic-multi-mix --dataset-name ja --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 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 ..
+
+## en_2022 -> mix
+python finetune_t5.py -m cardiffnlp/mt5-small-tweet-topic-multi-en-2022 --dataset-name mix --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-en-2022-mix --model-organization cardiffnlp --use-auth-token --skip-test
+git clone https://huggingface.co/cardiffnlp/mt5-small-tweet-topic-multi-en-2022-mix
+python finetune_t5.py -m mt5-small-tweet-topic-multi-en-2022-mix --dataset-name en --skip-train --skip-validate --skip-upload --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-en-2022-mix --model-organization cardiffnlp --use-auth-token
+python finetune_t5.py -m mt5-small-tweet-topic-multi-en-2022-mix --dataset-name ja --skip-train --skip-validate --skip-upload --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-en-2022-mix --model-organization cardiffnlp --use-auth-token
+python finetune_t5.py -m mt5-small-tweet-topic-multi-en-2022-mix --dataset-name gr --skip-train --skip-validate --skip-upload --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-en-2022-mix --model-organization cardiffnlp --use-auth-token
+python finetune_t5.py -m mt5-small-tweet-topic-multi-en-2022-mix --dataset-name es --skip-train --skip-validate --skip-upload --low-cpu-mem-usage --model-alias mt5-small-tweet-topic-multi-en-2022-mix --model-organization cardiffnlp --use-auth-token
+cd mt5-small-tweet-topic-multi-en-2022-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
+## en_2022 -> single
 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