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launch_mmlu.sh
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# python main.py \
# --no_cache \
# --device=cuda:0 \
# --model=hf-causal \
# --model_args=pretrained=/cmlscratch/njain17/llama/llama-7b-vicuna-v1-1,trust_remote_code=True \
# --tasks=hendrycksTest-* \
# --num_fewshot=0 \
# --batch_size=2 \
# --output_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/vicuna_mmlu.json \
# --write_out \
# --output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/vicuna_mmlu
# python main.py \
# --no_cache \
# --device=cuda:0 \
# --model=hf-causal \
# --model_args=pretrained=/cmlscratch/njain17/llama/llama-7b-vicuna-v1-1,trust_remote_code=True,broken_token=True \
# --tasks=hendrycksTest-* \
# --num_fewshot=0 \
# --batch_size=2 \
# --output_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/vicuna_mmlu_broken.json \
# --write_out \
# --output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/vicuna_mmlu_broken
python main.py \
--no_cache \
--device=cuda:0 \
--model=hf-causal \
--model_args=pretrained=/cmlscratch/njain17/llama/llama-7b-vicuna-v1-1,trust_remote_code=True,paraphrase=True \
--tasks=hendrycksTest-* \
--num_fewshot=0 \
--batch_size=2 \
--output_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/vicuna_mmlu_para.json \
--write_out \
--output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/vicuna_mmlu_para
# python main.py \
# --no_cache \
# --device=cuda:0 \
# --model=hf-causal \
# --model_args=pretrained=/cmlscratch/njain17/llama/llama-7b-vicuna-v1-1,trust_remote_code=True,ppl_filter=4.354000568389893 \
# --tasks=hendrycksTest-* \
# --num_fewshot=0 \
# --batch_size=2 \
# --output_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/vicuna_mmlu_filter.json \
# --write_out \
# --output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/vicuna_mmlu_filter
# python main.py \
# --no_cache \
# --device=cuda:0 \
# --model=hf-causal \
# --model_args=pretrained=tiiuae/falcon-7b-instruct,trust_remote_code=True \
# --tasks=hendrycksTest-* \
# --num_fewshot=0 \
# --batch_size=2 \
# --output_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/falcon_mmlu.json \
# --write_out \
# --output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/falcon_mmlu
# python main.py \
# --no_cache \
# --device=cuda:0 \
# --model=hf-causal \
# --model_args=pretrained=tiiuae/falcon-7b-instruct,trust_remote_code=True,broken_token=True \
# --tasks=hendrycksTest-* \
# --num_fewshot=0 \
# --batch_size=2 \
# --output_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/falcon_mmlu_broken.json \
# --write_out \
# --output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/falcon_mmlu_broken
python main.py \
--no_cache \
--device=cuda:0 \
--model=hf-causal \
--model_args=pretrained=tiiuae/falcon-7b-instruct,trust_remote_code=True,paraphrase=True \
--tasks=hendrycksTest-* \
--num_fewshot=0 \
--batch_size=2 \
--output_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/falcon_mmlu_para.json \
--write_out \
--output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/falcon_mmlu_para
# python main.py \
# --no_cache \
# --device=cuda:0 \
# --model=hf-causal \
# --model_args=pretrained=tiiuae/falcon-7b-instruct,trust_remote_code=True,ppl_filter=5.29296875 \
# --tasks=hendrycksTest-* \
# --num_fewshot=0 \
# --batch_size=2 \
# --output_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/falcon_mmlu_filter.json \
# --write_out \
# --output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/falcon_mmlu_filter
# python main.py \
# --no_cache \
# --device=cuda:0 \
# --model=hf-causal \
# --model_args=pretrained=TheBloke/guanaco-7B-HF,trust_remote_code=True \
# --tasks=hendrycksTest-* \
# --num_fewshot=0 \
# --batch_size=2 \
# --output_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/guanaco_mmlu.json \
# --write_out \
# --output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/guanaco_mmlu
# python main.py \
# --no_cache \
# --device=cuda:0 \
# --model=hf-causal \
# --model_args=pretrained=TheBloke/guanaco-7B-HF,trust_remote_code=True,broken_token=True \
# --tasks=hendrycksTest-* \
# --num_fewshot=0 \
# --batch_size=2 \
# --output_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/guanaco_mmlu_broken.json \
# --write_out \
# --output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/guanaco_mmlu_broken
python main.py \
--no_cache \
--device=cuda:0 \
--model=hf-causal \
--model_args=pretrained=TheBloke/guanaco-7B-HF,trust_remote_code=True,paraphrase=True \
--tasks=hendrycksTest-* \
--num_fewshot=0 \
--batch_size=2 \
--output_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/guanaco_mmlu_para.json \
--write_out \
--output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/guanaco_mmlu_para
# python main.py \
# --no_cache \
# --device=cuda:0 \
# --model=hf-causal \
# --model_args=pretrained=TheBloke/guanaco-7B-HF,trust_remote_code=True,ppl_filter=4.665666580200195 \
# --tasks=hendrycksTest-* \
# --num_fewshot=0 \
# --batch_size=2 \
# --output_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/guanaco_mmlu_filter.json \
# --write_out \
# --output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/zero_shot/guanaco_mmlu_filter