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unset LD_PRELOAD |
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export HF_DATASETS_CACHE="/researchdisk/datasets_cache" |
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export USE_TORCH=0 |
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python3 run_mlm_flax.py \ |
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--output_dir="./" \ |
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--model_name_or_path="./" \ |
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--config_name="./" \ |
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--tokenizer_name="./" \ |
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--dataset_filepath="/researchdisk/training_dataset_full_deduplicated" \ |
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--max_seq_length="512" \ |
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--pad_to_max_length \ |
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--preprocessing_num_workers="64" \ |
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--per_device_train_batch_size="16" \ |
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--per_device_eval_batch_size="16" \ |
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--adam_beta1="0.9" \ |
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--adam_beta2="0.98" \ |
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--adam_epsilon="1e-6" \ |
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--learning_rate="2e-4" \ |
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--weight_decay="0.01" \ |
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--warmup_steps="2500" \ |
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--overwrite_output_dir \ |
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--num_train_epochs="4" \ |
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--save_steps="10000" \ |
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--eval_steps="10000" \ |
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--logging_steps="500" \ |
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--dtype="bfloat16" \ |
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--adafactor \ |
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--push_to_hub \ |
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--hub_model_id="Finnish-NLP/roberta-large-wechsel-finnish" |
