29 lines
887 B
Bash
29 lines
887 B
Bash
# set train hyperparams
|
|
unset LD_PRELOAD
|
|
export HF_DATASETS_CACHE="/researchdisk/datasets_cache"
|
|
export USE_TORCH=0
|
|
python3 run_clm_flax.py \
|
|
--output_dir="./" \
|
|
--model_type="gpt2" \
|
|
--config_name="./" \
|
|
--tokenizer_name="./" \
|
|
--dataset_filepath="/researchdisk/training_dataset_full_deduplicated" \
|
|
--do_train --do_eval \
|
|
--block_size="512" \
|
|
--per_device_train_batch_size="16" \
|
|
--per_device_eval_batch_size="16" \
|
|
--preprocessing_num_workers="1" \
|
|
--adam_beta1="0.9" \
|
|
--adam_beta2="0.98" \
|
|
--learning_rate="1e-4" \
|
|
--weight_decay="0.01" \
|
|
--warmup_steps="4000" \
|
|
--cosine_decay \
|
|
--overwrite_output_dir \
|
|
--logging_steps="500" \
|
|
--eval_steps="10000" \
|
|
--save_steps="10000" \
|
|
--num_train_epochs="10" \
|
|
--dtype="bfloat16" \
|
|
--push_to_hub \
|
|
--hub_model_id="Finnish-NLP/gpt2-medium-finnish" |