Zhao12123/

LPDG

注意：每个命令后面的数字是使用GPU的编号 1、 bash setup_llama3.sh /实际路径/LPDG

2、 conda activate llama3_ft

bash merge_grpo_kg_models.sh /实际路径/LPDG 3

3、 conda activate llama3_ft

cd src/xiugai/kg_generator

bash run_four_granularity_kg.sh /实际路径/LPDG asqa 0 1 2 3 bash run_four_granularity_kg.sh /实际路径/LPDG marco 0 1 2 3 bash run_four_granularity_kg.sh /实际路径/LPDG nq 0 1 2 3 bash run_four_granularity_kg.sh /实际路径/LPDG hotpotqa 0 1 2 3 bash run_four_granularity_kg.sh /实际路径/LPDG popqa 0 1 2 3 bash run_four_granularity_kg.sh /实际路径/LPDG tqa 0 1 2 3

bash run_four_granularity_answers.sh /实际路径/LPDG asqa 0 1 2 3 bash run_four_granularity_answers.sh /实际路径/LPDG marco 0 1 2 3 bash run_four_granularity_answers.sh /实际路径/LPDG nq 0 1 2 3 bash run_four_granularity_answers.sh /实际路径/LPDG hotpotqa 0 1 2 3 bash run_four_granularity_answers.sh /实际路径/LPDG popqa 0 1 2 3 bash run_four_granularity_answers.sh /实际路径/LPDG tqa 0 1 2 3

4、 conda activate llama3_inf

cd src/xiugai/lubangxing_yanz

bash run_noise_cot_top5.sh /实际路径/LPDG grpo 0 bash run_noise_cot_top5.sh /实际路径/LPDG base 1

bash run_noise_answer_top5.sh /实际路径/LPDG grpo 0 bash run_noise_answer_top5.sh /实际路径/LPDG base 1

5、 cd src/xiugai/xian-jin-ji-xian-bu-chong

bash setup_selfrag_crag_baselines.sh /实际路径/LPDG

bash run_selfrag_llama3_baseline.sh /实际路径/LPDG asqa 0 1 bash run_selfrag_llama3_baseline.sh /实际路径/LPDG hotpotqa 0 1 bash run_selfrag_llama3_baseline.sh /实际路径/LPDG marco 0 1 bash run_selfrag_llama3_baseline.sh /实际路径/LPDG nq 0 1 bash run_selfrag_llama3_baseline.sh /实际路径/LPDG popqa 0 1 bash run_selfrag_llama3_baseline.sh /实际路径/LPDG tqa 0 1

bash run_crag_llama2_llama3_baseline.sh /实际路径/LPDG asqa 0 1 bash run_crag_llama2_llama3_baseline.sh /实际路径/LPDG hotpotqa 0 1 bash run_crag_llama2_llama3_baseline.sh /实际路径/LPDG marco 0 1 bash run_crag_llama2_llama3_baseline.sh /实际路径/LPDG nq 0 1 bash run_crag_llama2_llama3_baseline.sh /实际路径/LPDG popqa 0 1 bash run_crag_llama2_llama3_baseline.sh /实际路径/LPDG tqa 0 1

6、 cd src/xiugai/grpo conda activate llama3_ft

bash run_grpo_five_experiments.sh /实际路径/LPDG binary_g2 7,4,3,2 3 bash run_grpo_five_experiments.sh /实际路径/LPDG one_way_g2 7,4,3,2 3 bash run_grpo_five_experiments.sh /实际路径/LPDG pcrm_g2 7,4,3,2 3 bash run_grpo_five_experiments.sh /实际路径/LPDG pcrm_g4 7,4,3,2 3 bash run_grpo_five_experiments.sh /实际路径/LPDG pcrm_g8 7,4,3,2 3

cd tuili conda activate llama3_inf

bash run_reward_group_ablation_cot.sh /实际路径/LPDG binary_g2 asqa 0 bash run_reward_group_ablation_cot.sh /实际路径/LPDG binary_g2 hotpotqa 0 bash run_reward_group_ablation_cot.sh /实际路径/LPDG binary_g2 marco 0 bash run_reward_group_ablation_cot.sh /实际路径/LPDG binary_g2 nq 0 bash run_reward_group_ablation_cot.sh /实际路径/LPDG binary_g2 popqa 0 bash run_reward_group_ablation_cot.sh /实际路径/LPDG binary_g2 tqa 0

bash run_reward_group_ablation_answer.sh /实际路径/LPDG binary_g2 asqa 0 bash run_reward_group_ablation_answer.sh /实际路径/LPDG binary_g2 hotpotqa 0 bash run_reward_group_ablation_answer.sh /实际路径/LPDG binary_g2 marco 0 bash run_reward_group_ablation_answer.sh /实际路径/LPDG binary_g2 nq 0 bash run_reward_group_ablation_answer.sh /实际路径/LPDG binary_g2 popqa 0 bash run_reward_group_ablation_answer.sh /实际路径/LPDG binary_g2 tqa 0