File size: 998 Bytes
d1396f0 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 |
DATASET=openwebtext
SERIALIZATION_DIR=${ALL_CCFRWORK}/experiments/gpt2_repro
LOGGING_DIR=${ALL_CCFRWORK}/tensorboard/gpt2_repro
export CUDA_VISIBLE_DEVICES=0
#python scripts/run_clm.py \
deepspeed scripts/run_clm.py \
--deepspeed configs/deepspeed/ds_zero2.json \
--model_type gpt2 \
--tokenizer_name gpt2 \
--dataset_name openwebtext --block_size 1024 \
--preprocessing_num_workers 76 \
--group_by_length --length_column_name length \
--do_train --do_eval \
--max_steps 15000 \
--max_train_samples 10000000 \
--per_device_train_batch_size 4 --gradient_accumulation_steps 16 \
--per_device_eval_batch_size 8 \
--output_dir outputs --overwrite_output_dir \
--report_to tensorboard \
--logging_strategy steps --logging_first_step --logging_dir logs --logging_steps 20 \
--eval_steps 250 --evaluation_strategy steps \
--save_strategy steps --save_steps 500 --save_total_limit 31 \
--n_layer 3 --n_embd 128 --n_inner 128 --n_head 8
|