nferruz

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ProtGPT2

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Hi Noelia,

Thank you very much for sharing this tool! I'm looking forward to applying it to my own projects.

I'm trying to finetune your model on a set of ~2000 sequences. However, even using a 40Gb A100 GPU results in an OOM error, with a batch size of 1.

python run_clm.py --model_name_or_path nferruz/ProtGPT2 --train_file asyn_train.txt --validation_file asyn_val.txt --tokenizer_name nferruz/ProtGPT2 --do_train --do_eval --output_dir finetune --learning_rate 1e-06 --per_device_train_batch_size 1 --low_cpu_mem_usage True

RuntimeError: CUDA error: an illegal memory access was encountered

Any help you can provide would be greatly appreciated. Thanks again!
Jonathan