scandinavian

scandinavian_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 = 1_700_000
+DROPOUT_RATE = 0.0 # Changed from the default since T5-1.1 recomments this.
+INITIAL_CHECKPOINT_PATH = "gs://nb-t5x-us-central2/norwegian_NCC_plus_English_t5x_xl/checkpoint_1500000"
+PjitPartitioner.num_partitions = 2

train_scandinavian_xl.sh

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+PROJECT_DIR=${HOME}"/models/pk-nb-t5x"
+T5X_DIR="../../t5x"  # directory where the t5x is cloned.
+MODEL_DIR="gs://nb-t5x-us-central2/norwegian_NCC_plus_English_t5x_xl"
+export PYTHONPATH=${PROJECT_DIR}
+
+python3 ${T5X_DIR}/t5x/train.py \
+  --gin_search_paths=${PROJECT_DIR} \
+  --gin_file="norwegian_xl.gin" \
+  --gin.MODEL_DIR="'${MODEL_DIR}'" \

train_xl_scandinavian.sh

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+PROJECT_DIR=${HOME}"/models/pk-nb-t5x"
+T5X_DIR="../../t5x"  # directory where the t5x is cloned.
+MODEL_DIR="gs://nb-t5x-us-central2/norwegian_NCC_plus_English_plus200k_scandinavian_t5x_xl"
+export PYTHONPATH=${PROJECT_DIR}
+
+python3 ${T5X_DIR}/t5x/train.py \
+  --gin_search_paths=${PROJECT_DIR} \
+  --gin_file="scandinavian_xl.gin" \
+  --gin.MODEL_DIR="'${MODEL_DIR}'" \