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run_benchmarks.sh
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export CUDA_VISIBLE_DEVICES=0
MODEL_PATHS=("/data4/sft_output/qwen2.5-7b-ins-1012/checkpoint-3200") # 指定需要运行测评的权重
for MODEL_PATH in "${MODEL_PATHS[@]}"
do
echo "Running scripts for model at ${MODEL_PATH}"
# table_instruct
python table_related_benchmarks/run_table_instruct_eval.py --model-path ${MODEL_PATH}
wait
# table_bench
python table_related_benchmarks/run_table_bench_eval.py --model_path ${MODEL_PATH}
wait
# nl2sql
python table_related_benchmarks/run_text2sql_eval.py --model_path ${MODEL_PATH} --is_use_knowledge
wait
# MBPP
python general_benchmarks/MBPP/eval_instruct_vllm.py --model_path ${MODEL_PATH}
wait
# human-eval
python general_benchmarks/HumanEval/eval_instruct_vllm.py --model_path ${MODEL_PATH}
wait
# cmmlu
python general_benchmarks/MMLU/evaluator.py --task cmmlu --lang zh --model_path ${MODEL_PATH}
# mmlu
python general_benchmarks/MMLU/evaluator.py --task mmlu --lang en --model_path ${MODEL_PATH}
done
echo "All models processed."