31 lines
1.0 KiB
Bash
31 lines
1.0 KiB
Bash
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MODEL_DIR="$(pwd)"
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export MODEL_DIR
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export WANDB_ENTITY="cahya"
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export WANDB_PROJECT="gpt2-indonesian"
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export WANDB_LOG_MODEL="true"
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./run_clm_flax.py \
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--model_name_or_path="./flax_model.msgpack" \
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--output_dir="${MODEL_DIR}/finetuning" \
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--model_type="gpt2" \
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--config_name="${MODEL_DIR}" \
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--tokenizer_name="${MODEL_DIR}" \
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--dataset_name="./text_collection" \
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--dataset_config_name="text_collection" \
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--dataset_data_dir="/media/storage/datasets/storial/books_txt" \
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--do_train --do_eval \
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--block_size="512" \
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--per_device_train_batch_size="8" \
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--per_device_eval_batch_size="8" \
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--learning_rate="0.00005" --warmup_steps="1000" \
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--adam_beta1="0.9" --adam_beta2="0.98" --weight_decay="0.01" \
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--overwrite_output_dir \
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--num_train_epochs="20" \
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--dataloader_num_workers="64" \
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--preprocessing_num_workers="64" \
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--logging_steps="1000" \
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--save_steps="1000" \
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--eval_steps="1000" \
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--validation_split_percentage="10" \
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--push_to_hub="false"
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