diff --git a/batch_run.sh b/batch_run.sh
index 6d6a6b3c..678511e7 100644
--- a/batch_run.sh
+++ b/batch_run.sh
@@ -1,56 +1,56 @@
-FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Llama2-7B/llama2_lora_sft_1.yaml > train results/lora_sft/Llama2-7B/llama2_lora_sft_1.log
-FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Llama2-7B/llama2_lora_sft_2.yaml > train results/lora_sft/Llama2-7B/llama2_lora_sft_2.log
-FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Llama2-7B/llama2_lora_sft_3.yaml > train results/lora_sft/Llama2-7B/llama2_lora_sft_3.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Llama2-7B/llama2_lora_sft_1_single.yaml > train results/lora_sft/Llama2-7B/llama2_lora_sft_1_single.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Llama2-7B/llama2_lora_sft_2_single.yaml > train results/lora_sft/Llama2-7B/llama2_lora_sft_2_single.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Llama2-7B/llama2_lora_sft_3_single.yaml > train results/lora_sft/Llama2-7B/llama2_lora_sft_3_single.log
+FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Llama2-7B/llama2_lora_sft_1.yaml > results/lora_sft/Llama2-7B/llama2_lora_sft_1.log
+FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Llama2-7B/llama2_lora_sft_2.yaml > results/lora_sft/Llama2-7B/llama2_lora_sft_2.log
+FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Llama2-7B/llama2_lora_sft_3.yaml > results/lora_sft/Llama2-7B/llama2_lora_sft_3.log
+CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Llama2-7B/llama2_lora_sft_1_single.yaml > results/lora_sft/Llama2-7B/llama2_lora_sft_1_single.log
+CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Llama2-7B/llama2_lora_sft_2_single.yaml > results/lora_sft/Llama2-7B/llama2_lora_sft_2_single.log
+CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Llama2-7B/llama2_lora_sft_3_single.yaml > results/lora_sft/Llama2-7B/llama2_lora_sft_3_single.log
 
-FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Llama2-7B/llama2_predict_1.yaml > train results/inference/Llama2-7B/llama2_predict_1.log
-FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Llama2-7B/llama2_predict_2.yaml > train results/inference/Llama2-7B/llama2_predict_2.log
-FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Llama2-7B/llama2_predict_3.yaml > train results/inference/Llama2-7B/llama2_predict_3.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Llama2-7B/llama2_predict_1_single.yaml > train results/inference/Llama2-7B/llama2_predict_1_single.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Llama2-7B/llama2_predict_2_single.yaml > train results/inference/Llama2-7B/llama2_predict_2_single.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Llama2-7B/llama2_predict_3_single.yaml > train results/inference/Llama2-7B/llama2_predict_3_single.log
+FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Llama2-7B/llama2_predict_1.yaml > results/inference/Llama2-7B/llama2_predict_1.log
+FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Llama2-7B/llama2_predict_2.yaml > results/inference/Llama2-7B/llama2_predict_2.log
+FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Llama2-7B/llama2_predict_3.yaml > results/inference/Llama2-7B/llama2_predict_3.log
+CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Llama2-7B/llama2_predict_1_single.yaml > results/inference/Llama2-7B/llama2_predict_1_single.log
+CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Llama2-7B/llama2_predict_2_single.yaml > results/inference/Llama2-7B/llama2_predict_2_single.log
+CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Llama2-7B/llama2_predict_3_single.yaml > results/inference/Llama2-7B/llama2_predict_3_single.log
 
-FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_1.yaml > train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_1.log
-FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_2.yaml > train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_2.log
-FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_3.yaml > train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_3.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_1_single.yaml > train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_1_single.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_2_single.yaml > train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_2_single.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_3_single.yaml > train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_3_single.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_1.yaml > results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_1.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_2.yaml > results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_2.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_3.yaml > results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_3.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_1_single.yaml > results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_1_single.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_2_single.yaml > results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_2_single.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_3_single.yaml > results/lora_sft/Baichuan2-7B/Baichuan2_lora_sft_3_single.log
 
-FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_1.yaml > train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_1.log
-FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_2.yaml > train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_2.log
-FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_3.yaml > train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_3.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_1_single.yaml > train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_1_single.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_2_single.yaml > train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_2_single.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_3_single.yaml > train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_3_single.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_1.yaml > results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_1.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_2.yaml > results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_2.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_3.yaml > results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_3.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_1_single.yaml > results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_1_single.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_2_single.yaml > results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_2_single.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_3_single.yaml > results/lora_sft/ChatGLM2-6B/ChatGLM2_lora_sft_3_single.log
 
-FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Qwen-7B/Qwen_lora_sft_1.yaml > train results/lora_sft/Qwen-7B/Qwen_lora_sft_1.log
-FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Qwen-7B/Qwen_lora_sft_2.yaml > train results/lora_sft/Qwen-7B/Qwen_lora_sft_2.log
-FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Qwen-7B/Qwen_lora_sft_3.yaml > train results/lora_sft/Qwen-7B/Qwen_lora_sft_3.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Qwen-7B/Qwen_lora_sft_1_single.yaml > train results/lora_sft/Qwen-7B/Qwen_lora_sft_1_single.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Qwen-7B/Qwen_lora_sft_2_single.yaml > train results/lora_sft/Qwen-7B/Qwen_lora_sft_2_single.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Qwen-7B/Qwen_lora_sft_3_single.yaml > train results/lora_sft/Qwen-7B/Qwen_lora_sft_3_single.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Qwen-7B/Qwen_lora_sft_1.yaml > results/lora_sft/Qwen-7B/Qwen_lora_sft_1.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Qwen-7B/Qwen_lora_sft_2.yaml > results/lora_sft/Qwen-7B/Qwen_lora_sft_2.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/lora_sft/Qwen-7B/Qwen_lora_sft_3.yaml > results/lora_sft/Qwen-7B/Qwen_lora_sft_3.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Qwen-7B/Qwen_lora_sft_1_single.yaml > results/lora_sft/Qwen-7B/Qwen_lora_sft_1_single.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Qwen-7B/Qwen_lora_sft_2_single.yaml > results/lora_sft/Qwen-7B/Qwen_lora_sft_2_single.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/lora_sft/Qwen-7B/Qwen_lora_sft_3_single.yaml > results/lora_sft/Qwen-7B/Qwen_lora_sft_3_single.log
 
-FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Qwen-7B/Qwen_predict_1.yaml > train results/inference/Qwen-7B/Qwen_predict_1.log
-FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Qwen-7B/Qwen_predict_2.yaml > train results/inference/Qwen-7B/Qwen_predict_2.log
-FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Qwen-7B/Qwen_predict_3.yaml > train results/inference/Qwen-7B/Qwen_predict_3.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Qwen-7B/Qwen_predict_1_single.yaml > train results/inference/Qwen-7B/Qwen_predict_1_single.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Qwen-7B/Qwen_predict_2_single.yaml > train results/inference/Qwen-7B/Qwen_predict_2_single.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Qwen-7B/Qwen_predict_3_single.yaml > train results/inference/Qwen-7B/Qwen_predict_3_single.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Qwen-7B/Qwen_predict_1.yaml > results/inference/Qwen-7B/Qwen_predict_1.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Qwen-7B/Qwen_predict_2.yaml > results/inference/Qwen-7B/Qwen_predict_2.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Qwen-7B/Qwen_predict_3.yaml > results/inference/Qwen-7B/Qwen_predict_3.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Qwen-7B/Qwen_predict_1_single.yaml > results/inference/Qwen-7B/Qwen_predict_1_single.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Qwen-7B/Qwen_predict_2_single.yaml > results/inference/Qwen-7B/Qwen_predict_2_single.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Qwen-7B/Qwen_predict_3_single.yaml > results/inference/Qwen-7B/Qwen_predict_3_single.log
 
-FORCE_TORCHRUN=1 llamafactory-cli train results/inference/ChatGLM2-6B/ChatGLM2_predict_1.yaml > train results/inference/ChatGLM2-6B/ChatGLM2_predict_1.log
-FORCE_TORCHRUN=1 llamafactory-cli train results/inference/ChatGLM2-6B/ChatGLM2_predict_2.yaml > train results/inference/ChatGLM2-6B/ChatGLM2_predict_2.log
-FORCE_TORCHRUN=1 llamafactory-cli train results/inference/ChatGLM2-6B/ChatGLM2_predict_3.yaml > train results/inference/ChatGLM2-6B/ChatGLM2_predict_3.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/ChatGLM2-6B/ChatGLM2_predict_1_single.yaml > train results/inference/ChatGLM2-6B/ChatGLM2_predict_1_single.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/ChatGLM2-6B/ChatGLM2_predict_2_single.yaml > train results/inference/ChatGLM2-6B/ChatGLM2_predict_2_single.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/ChatGLM2-6B/ChatGLM2_predict_3_single.yaml > train results/inference/ChatGLM2-6B/ChatGLM2_predict_3_single.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/inference/ChatGLM2-6B/ChatGLM2_predict_1.yaml > results/inference/ChatGLM2-6B/ChatGLM2_predict_1.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/inference/ChatGLM2-6B/ChatGLM2_predict_2.yaml > results/inference/ChatGLM2-6B/ChatGLM2_predict_2.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/inference/ChatGLM2-6B/ChatGLM2_predict_3.yaml > results/inference/ChatGLM2-6B/ChatGLM2_predict_3.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/ChatGLM2-6B/ChatGLM2_predict_1_single.yaml > results/inference/ChatGLM2-6B/ChatGLM2_predict_1_single.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/ChatGLM2-6B/ChatGLM2_predict_2_single.yaml > results/inference/ChatGLM2-6B/ChatGLM2_predict_2_single.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/ChatGLM2-6B/ChatGLM2_predict_3_single.yaml > results/inference/ChatGLM2-6B/ChatGLM2_predict_3_single.log
 
-FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Baichuan2-7B/Baichuan2_predict_1.yaml > train results/inference/Baichuan2-7B/Baichuan2_predict_1.log
-FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Baichuan2-7B/Baichuan2_predict_2.yaml > train results/inference/Baichuan2-7B/Baichuan2_predict_2.log
-FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Baichuan2-7B/Baichuan2_predict_3.yaml > train results/inference/Baichuan2-7B/Baichuan2_predict_3.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Baichuan2-7B/Baichuan2_predict_1_single.yaml > train results/inference/Baichuan2-7B/Baichuan2_predict_1_single.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Baichuan2-7B/Baichuan2_predict_2_single.yaml > train results/inference/Baichuan2-7B/Baichuan2_predict_2_single.log
-CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Baichuan2-7B/Baichuan2_predict_3_single.yaml > train results/inference/Baichuan2-7B/Baichuan2_predict_3_single.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Baichuan2-7B/Baichuan2_predict_1.yaml > results/inference/Baichuan2-7B/Baichuan2_predict_1.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Baichuan2-7B/Baichuan2_predict_2.yaml > results/inference/Baichuan2-7B/Baichuan2_predict_2.log
+# FORCE_TORCHRUN=1 llamafactory-cli train results/inference/Baichuan2-7B/Baichuan2_predict_3.yaml > results/inference/Baichuan2-7B/Baichuan2_predict_3.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Baichuan2-7B/Baichuan2_predict_1_single.yaml > results/inference/Baichuan2-7B/Baichuan2_predict_1_single.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Baichuan2-7B/Baichuan2_predict_2_single.yaml > results/inference/Baichuan2-7B/Baichuan2_predict_2_single.log
+# CUDA_VISIBLE_DEVICES=0 llamafactory-cli train results/inference/Baichuan2-7B/Baichuan2_predict_3_single.yaml > results/inference/Baichuan2-7B/Baichuan2_predict_3_single.log