adding xxl
Browse files- norwegian_xxl.gin +22 -0
- train_xxl.sh +9 -0
norwegian_xxl.gin
ADDED
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
include 't5x/examples/t5/mt5/xxl.gin'
|
2 |
+
include 'pretrain_cont.gin'
|
3 |
+
#include 't5x/configs/runs/pretrain.gin'
|
4 |
+
#iinclude 't5x/configs/runs/finetune.gin'
|
5 |
+
|
6 |
+
|
7 |
+
# Register necessary SeqIO Tasks/Mixtures.
|
8 |
+
import t5.data.mixtures
|
9 |
+
import tasks
|
10 |
+
|
11 |
+
MIXTURE_OR_TASK_NAME = "ncc_english_span_corruption_stream"
|
12 |
+
TASK_FEATURE_LENGTHS = {"inputs": 512, "targets": 512}
|
13 |
+
TRAIN_STEPS = 1_500_000
|
14 |
+
DROPOUT_RATE = 0.0 # Changed from the default since T5-1.1 recomments this.
|
15 |
+
INITIAL_CHECKPOINT_PATH = "gs://t5-data/pretrained_models/t5x/mt5_xxl/checkpoint_1000000"
|
16 |
+
# For training on v4-32
|
17 |
+
PjitPartitioner.num_partitions = 1
|
18 |
+
utils.SaveCheckpointConfig.period = 20000
|
19 |
+
utils.SaveCheckpointConfig.keep = 3
|
20 |
+
|
21 |
+
|
22 |
+
|
train_xxl.sh
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
PROJECT_DIR=${HOME}"/models/pk-nb-t5x"
|
2 |
+
T5X_DIR="../../t5x" # directory where the t5x is cloned.
|
3 |
+
MODEL_DIR="gs://nb-t5x-us-central2/norwegian_NCC_plus_English_t5x_xxl"
|
4 |
+
export PYTHONPATH=${PROJECT_DIR}
|
5 |
+
|
6 |
+
python3 ${T5X_DIR}/t5x/train.py \
|
7 |
+
--gin_search_paths=${PROJECT_DIR} \
|
8 |
+
--gin_file="norwegian_xxl.gin" \
|
9 |
+
--gin.MODEL_DIR="'${MODEL_DIR}'" \
|