| export HTTP_PROXY=http://sys-proxy-rd-relay.byted.org:8118 | |
| export http_proxy=http://sys-proxy-rd-relay.byted.org:8118 | |
| export https_proxy=http://sys-proxy-rd-relay.byted.org:8118 | |
| export no_proxy="$no_proxy,.byteintl.net" | |
| export HF_ENDPOINT=https://hf-mirror.com | |
| cd quantization_metric/ | |
| model=../models/patch/Llama-2-7b-hf-quantization | |
| # output_dir=Alpha_values_mlp | |
| tasks=piqa,winogrande,arc_easy,arc_challenge,hellaswag,boolq | |
| # bit_layers_dir=/mnt/bn/life-mllm/users/cxr/quantization/quantization_metric/bit_layers | |
| # result_dir=/mnt/bn/life-mllm/users/cxr/quantization/lm-evaluation-harness/results | |
| start=$(date +%s.%N) | |
| # rm -rf $model | |
| file=/mnt/bn/life-mllm/users/cxr/quantization/quantization_metric/metrics/coherence/coherence_self_attn_Llama-2-7b-hf.json | |
| echo "$file" | |
| cd ../quantization_metric | |
| configure_id=$(basename $file .json) | |
| python -u main_low.py --bit_layers $file --save_dir ${model} --k 5 --reverse False | |
| cd ../lm-evaluation-harness | |
| bash run_scripts/eval.sh ${configure_id} ${model} ${tasks} | |
| rm -rf ${model} | |
| end=$(date +%s.%N) | |
| runtime=$(awk "BEGIN {print $end - $start}") | |
| echo "Execution time: $runtime seconds" | |