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launch_rand_smooth_wizard.sh
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##### base Wizard70k run
python main.py \
--no_cache \
--device=cuda:0 \
--model=hf-causal \
--model_args=pretrained=/cmlscratch/njain17/llama/llama2_Wizard70k_7b_HF,trust_remote_code=True \
--tasks=arc_challenge \
--num_fewshot=25 \
--batch_size=2 \
--output_path=/cmlscratch/jkirchen/adv-llm-root/output/rand_smooth/llama2_wizard70k_7b_hf_arc_challenge.json \
--write_out \
--output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/rand_smooth/llama2_wizard70k_7b_hf_arc_challenge
python main.py \
--no_cache \
--device=cuda:0 \
--model=hf-causal \
--model_args=pretrained=/cmlscratch/njain17/llama/llama2_Wizard70k_7b_HF,trust_remote_code=True \
--tasks=hellaswag \
--num_fewshot=10 \
--batch_size=2 \
--output_path=/cmlscratch/jkirchen/adv-llm-root/output/rand_smooth/llama2_wizard70k_7b_hf_hellaswag.json \
--write_out \
--output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/rand_smooth/llama2_wizard70k_7b_hf_hellaswag
python main.py \
--no_cache \
--device=cuda:0 \
--model=hf-causal \
--model_args=pretrained=/cmlscratch/njain17/llama/llama2_Wizard70k_7b_HF,trust_remote_code=True \
--tasks=hendrycksTest-* \
--num_fewshot=5 \
--batch_size=2 \
--output_path=/cmlscratch/jkirchen/adv-llm-root/output/rand_smooth/llama2_wizard70k_7b_hf_mmlu.json \
--write_out \
--output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/rand_smooth/llama2_wizard70k_7b_hf_mmlu
python main.py \
--no_cache \
--device=cuda:0 \
--model=hf-causal \
--model_args=pretrained=/cmlscratch/njain17/llama/llama2_Wizard70k_7b_HF,trust_remote_code=True \
--tasks=truthfulqa_mc \
--num_fewshot=0 \
--batch_size=2 \
--output_path=/cmlscratch/jkirchen/adv-llm-root/output/rand_smooth/llama2_wizard70k_7b_hf_truthfulqa.json \
--write_out \
--output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/rand_smooth/llama2_wizard70k_7b_hf_truthfulqa
#### with rand smoothing
python main.py \
--no_cache \
--device=cuda:0 \
--model=hf-causal \
--model_args=pretrained=/cmlscratch/njain17/llama/llama2_Wizard70k_7b_randSmooth15_HF,trust_remote_code=True \
--tasks=arc_challenge \
--num_fewshot=25 \
--batch_size=2 \
--output_path=/cmlscratch/jkirchen/adv-llm-root/output/rand_smooth/llama2_wizard70k_7b_w_smooth_15_hf_arc_challenge.json \
--write_out \
--output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/rand_smooth/llama2_wizard70k_7b_w_smooth_15_hf_arc_challenge
python main.py \
--no_cache \
--device=cuda:0 \
--model=hf-causal \
--model_args=pretrained=/cmlscratch/njain17/llama/llama2_Wizard70k_7b_randSmooth15_HF,trust_remote_code=True \
--tasks=hellaswag \
--num_fewshot=10 \
--batch_size=2 \
--output_path=/cmlscratch/jkirchen/adv-llm-root/output/rand_smooth/llama2_wizard70k_7b_w_smooth_15_hf_hellaswag.json \
--write_out \
--output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/rand_smooth/llama2_wizard70k_7b_w_smooth_15_hf_hellaswag
python main.py \
--no_cache \
--device=cuda:0 \
--model=hf-causal \
--model_args=pretrained=/cmlscratch/njain17/llama/llama2_Wizard70k_7b_randSmooth15_HF,trust_remote_code=True \
--tasks=hendrycksTest-* \
--num_fewshot=5 \
--batch_size=2 \
--output_path=/cmlscratch/jkirchen/adv-llm-root/output/rand_smooth/llama2_wizard70k_7b_w_smooth_15_hf_mmlu.json \
--write_out \
--output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/rand_smooth/llama2_wizard70k_7b_w_smooth_15_hf_mmlu
python main.py \
--no_cache \
--device=cuda:0 \
--model=hf-causal \
--model_args=pretrained=/cmlscratch/njain17/llama/llama2_Wizard70k_7b_randSmooth15_HF,trust_remote_code=True \
--tasks=truthfulqa_mc \
--num_fewshot=0 \
--batch_size=2 \
--output_path=/cmlscratch/jkirchen/adv-llm-root/output/rand_smooth/llama2_wizard70k_7b_w_smooth_15_hf_truthfulqa.json \
--write_out \
--output_base_path=/cmlscratch/jkirchen/adv-llm-root/output/rand_smooth/llama2_wizard70k_7b_w_smooth_15_hf_truthfulqa