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[ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning

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Hi! I try to do step 2 on device cuda"6" since cuda "0" is in use,so I move the batches and model to cuda"6". I print device of batch and...

When I follow the same process as step 1. It's OK for me to set the nproc_per_node to 1 in `base_training_args.sh` (and export CUDA_VISIBLE_DEVICES to my custom device). However when...

I'm wondering what's the appropriate influence value in LESS setting. I'm reproducing it and the max influence value across all sub-tasks are about 0.1-0.4 for some samples. Is this value...

The latest version of `open_instruct` does not contain function `encode_with_prompt_completion_format`, which is used in `utils.py`. I found the code in: https://github.com/allenai/open-instruct/blob/58f92c8739d4c4219f8b192e04e595b9d97cd90c/open_instruct/finetune.py might be the right version used in `LESS`, not...

file name, index, score cos, 0, nan cos, 1, nan cos, 2, nan cos, 3, nan cos, 4, nan cos, 5, nan cos, 6, nan cos, 7, nan cos, 8,...