scandinavian 3k xl

scandinavian3k_solo_large.gin

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+include 't5x/examples/t5/mt5/large.gin'
+include 'pretrain_cont.gin'
+#include 't5x/configs/runs/pretrain.gin'
+#iinclude 't5x/configs/runs/finetune.gin'
+
+
+# Register necessary SeqIO Tasks/Mixtures.
+import t5.data.mixtures
+import tasks
+
+MIXTURE_OR_TASK_NAME = "ncc_scandinavian_span_corruption_stream"
+TASK_FEATURE_LENGTHS = {"inputs": 512, "targets": 512}
+TRAIN_STEPS = 3_000_000
+DROPOUT_RATE = 0.0 # Changed from the default since T5-1.1 recomments this.
+INITIAL_CHECKPOINT_PATH = "gs://t5-data/pretrained_models/t5x/mt5_large/checkpoint_1000000"
+PjitPartitioner.num_partitions = 2
+
+

scandinavian3k_solo_xl.gin

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+include 't5x/examples/t5/mt5/xl.gin'
+include 'pretrain_cont.gin'
+#include 't5x/configs/runs/pretrain.gin'
+#iinclude 't5x/configs/runs/finetune.gin'
+
+
+# Register necessary SeqIO Tasks/Mixtures.
+import t5.data.mixtures
+import tasks
+
+MIXTURE_OR_TASK_NAME = "ncc_scandinavian_span_corruption_stream"
+TASK_FEATURE_LENGTHS = {"inputs": 512, "targets": 512}
+TRAIN_STEPS = 3_000_000
+DROPOUT_RATE = 0.0 # Changed from the default since T5-1.1 recomments this.
+INITIAL_CHECKPOINT_PATH = "gs://t5-data/pretrained_models/t5x/mt5_large/checkpoint_1000000"
+PjitPartitioner.num_partitions = 2
+
+

train_large_scandinavian3k_solo.sh

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+PROJECT_DIR=${HOME}"/models/pk-nb-t5x"
+T5X_DIR="../../t5x"  # directory where the t5x is cloned.
+MODEL_DIR="gs://nb-t5x-us-central2/scandinavian3k_t5x_large"
+export PYTHONPATH=${PROJECT_DIR}
+
+python3 ${T5X_DIR}/t5x/train.py \
+  --gin_search_paths=${PROJECT_DIR} \
+  --gin_file="scandinavian3k_solo_large.gin" \
+  --gin.MODEL_DIR="'${MODEL_DIR}'" \

train_xl_scandinavian3k_solo.sh

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+PROJECT_DIR=${HOME}"/models/pk-nb-t5x"
+T5X_DIR="../../t5x"  # directory where the t5x is cloned.
+MODEL_DIR="gs://nb-t5x-us-central2/scandinavian3k_t5x_xl"
+export PYTHONPATH=${PROJECT_DIR}
+
+python3 ${T5X_DIR}/t5x/train.py \
+  --gin_search_paths=${PROJECT_DIR} \
+  --gin_file="scandinavian3k_solo_xl.gin" \
+  --gin.MODEL_DIR="'${MODEL_DIR}'" \