diff --git a/PrepareVicuna.md b/PrepareVicuna.md
index 0585e62..b18cfd8 100644
--- a/PrepareVicuna.md
+++ b/PrepareVicuna.md
@@ -28,7 +28,7 @@ pip install git+https://github.com/lm-sys/FastChat.git@v0.1.10
 Then, run the following command to create the final working weight
 
 ```
-python -m fastchat.model.apply_delta --base /path/to/llama-13bOR7b-hf/  --target /path/to/save/working/vicuna/weight/  --delta /path/to/vicuna-13bOR7b-delta-v0/
+python -m fastchat.model.apply_delta --base /absolute/path/to/llama-13bOR7b-hf/  --target /absolute/path/to/save/working/vicuna/weight/  --delta /absolute/path/to/vicuna-13bOR7b-delta-v0/
 ```
 
 Now you are good to go!
diff --git a/README.md b/README.md
index 02bc504..271aa5b 100644
--- a/README.md
+++ b/README.md
@@ -64,9 +64,9 @@ Download the corresponding LLM weights from the following huggingface space via
  [Downlad](https://huggingface.co/Vision-CAIR/vicuna/tree/main) | [Download](https://huggingface.co/Vision-CAIR/vicuna-7b/tree/main) | [Download](https://huggingface.co/meta-llama/Llama-2-7b-chat-hf/tree/main)
 
 
-Then, set the path to the vicuna weight in the model config file 
+Then, set the absolute path to the vicuna weight in the model config file 
 [here](minigpt4/configs/models/minigpt4_vicuna0.yaml#L18) at Line 18
-and/or the path to the llama2 weight in the model config file 
+and/or the absolute path to the llama2 weight in the model config file 
 [here](minigpt4/configs/models/minigpt4_llama2.yaml#L15) at Line 15.
 
 **3. Prepare the pretrained MiniGPT-4 checkpoint**
@@ -78,7 +78,7 @@ Download the pretrained checkpoints according to the Vicuna model you prepare.
  [Downlad](https://drive.google.com/file/d/1a4zLvaiDBr-36pasffmgpvH5P7CKmpze/view?usp=share_link) | [Download](https://drive.google.com/file/d/1RY9jV0dyqLX-o38LrumkKRh6Jtaop58R/view?usp=sharing)  | [Download](https://drive.google.com/file/d/11nAPjEok8eAGGEG1N2vXo3kBLCg0WgUk/view?usp=sharing) 
 
 
-Then, set the path to the pretrained checkpoint in the evaluation config file 
+Then, set the absolute path to the pretrained checkpoint in the evaluation config file 
 in [eval_configs/minigpt4_eval.yaml](eval_configs/minigpt4_eval.yaml#L10) at Line 8 for Vicuna version or [eval_configs/minigpt4_llama2_eval.yaml](eval_configs/minigpt4_llama2_eval.yaml#L10) for LLama2 version.   
 
 
@@ -118,7 +118,7 @@ our [first stage dataset preparation instruction](dataset/README_1_STAGE.md).
 After the first stage, the visual features are mapped and can be understood by the language
 model.
 To launch the first stage training, run the following command. In our experiments, we use 4 A100. 
-You can change the save path in the config file 
+You can change the relative save path in the config file 
 [train_configs/minigpt4_stage1_pretrain.yaml](train_configs/minigpt4_stage1_pretrain.yaml)
 
 ```bash
@@ -137,9 +137,9 @@ and convert it to a conversation format to further align MiniGPT-4.
 To download and prepare our second stage dataset, please check our 
 [second stage dataset preparation instruction](dataset/README_2_STAGE.md).
 To launch the second stage alignment, 
-first specify the path to the checkpoint file trained in stage 1 in 
+first specify the absolute path to the checkpoint file trained in stage 1 in 
 [train_configs/minigpt4_stage1_pretrain.yaml](train_configs/minigpt4_stage2_finetune.yaml).
-You can also specify the output path there. 
+You can also specify the relative output path there. 
 Then, run the following command. In our experiments, we use 1 A100.
 
 ```bash
diff --git a/dataset/README_1_STAGE.md b/dataset/README_1_STAGE.md
index 47ffaae..dfe4516 100644
--- a/dataset/README_1_STAGE.md
+++ b/dataset/README_1_STAGE.md
@@ -21,7 +21,7 @@ laion_synthetic_filtered_large.json
 
 ### setup the dataset folder and move the annotation file to the data storage folder
 ```
-export MINIGPT4_DATASET=/YOUR/PATH/FOR/LARGE/DATASET/
+export MINIGPT4_DATASET=/YOUR/ABSOLUTE/PATH/FOR/LARGE/DATASET/
 mkdir ${MINIGPT4_DATASET}/cc_sbu
 mkdir ${MINIGPT4_DATASET}/laion
 mv ccs_synthetic_filtered_large.json ${MINIGPT4_DATASET}/cc_sbu
@@ -84,11 +84,11 @@ The final dataset structure
 
 ## Set up the dataset configuration files
 
-Then, set up the LAION dataset loading path in 
+Then, set up the absolute LAION dataset loading path in 
 [here](../minigpt4/configs/datasets/laion/defaults.yaml#L5) at Line 5 as 
 ${MINIGPT4_DATASET}/laion/laion_dataset/{00000..10488}.tar
 
-and the Conceptual Captoin and SBU datasets loading path in 
+and the absolute Conceptual Captoin and SBU datasets loading path in 
 [here](../minigpt4/configs/datasets/cc_sbu/defaults.yaml#L5) at Line 5 as 
 ${MINIGPT4_DATASET}/cc_sbu/cc_sbu_dataset/{00000..01255}.tar
 
diff --git a/dataset/README_2_STAGE.md b/dataset/README_2_STAGE.md
index b826765..e2e3893 100644
--- a/dataset/README_2_STAGE.md
+++ b/dataset/README_2_STAGE.md
@@ -14,6 +14,6 @@ cc_sbu_align
 ```
 
 Put the folder to any path you want.
-Then, set up the dataset path in the dataset config file 
+Then, set up the absolute dataset path in the dataset config file 
 [here](../minigpt4/configs/datasets/cc_sbu/align.yaml#L5) at Line 5.
 
diff --git a/eval_configs/minigpt4_llama2_eval.yaml b/eval_configs/minigpt4_llama2_eval.yaml
index eea99d3..284019c 100644
--- a/eval_configs/minigpt4_llama2_eval.yaml
+++ b/eval_configs/minigpt4_llama2_eval.yaml
@@ -5,7 +5,7 @@ model:
   end_sym: "</s>"
   low_resource: True
   prompt_template: '[INST] {} [/INST] '
-  ckpt: '/path/to/checkpoint/'
+  ckpt: '/absolute/path/to/checkpoint/'
 
 
 datasets:
diff --git a/minigpt4/configs/datasets/cc_sbu/align.yaml b/minigpt4/configs/datasets/cc_sbu/align.yaml
index 5710834..7f34394 100644
--- a/minigpt4/configs/datasets/cc_sbu/align.yaml
+++ b/minigpt4/configs/datasets/cc_sbu/align.yaml
@@ -2,4 +2,4 @@ datasets:
   cc_sbu_align:
     data_type: images
     build_info:
-      storage: /path/to/cc_sbu_align/
+      storage: /absolute/path/to/cc_sbu_align/
diff --git a/minigpt4/configs/datasets/cc_sbu/defaults.yaml b/minigpt4/configs/datasets/cc_sbu/defaults.yaml
index 60390ee..d159ada 100644
--- a/minigpt4/configs/datasets/cc_sbu/defaults.yaml
+++ b/minigpt4/configs/datasets/cc_sbu/defaults.yaml
@@ -2,4 +2,4 @@ datasets:
   cc_sbu:
     data_type: images
     build_info:
-      storage: /path/to/cc_sbu_dataset/{00000..01255}.tar
+      storage: /absolute/path/to/cc_sbu_dataset/{00000..01255}.tar
diff --git a/minigpt4/configs/datasets/laion/defaults.yaml b/minigpt4/configs/datasets/laion/defaults.yaml
index 6bad629..fcf51b3 100644
--- a/minigpt4/configs/datasets/laion/defaults.yaml
+++ b/minigpt4/configs/datasets/laion/defaults.yaml
@@ -2,4 +2,4 @@ datasets:
   laion:
     data_type: images
     build_info:
-      storage: /path/to/laion_dataset/{00000..10488}.tar
+      storage: /absolute/path/to/laion_dataset/{00000..10488}.tar
diff --git a/minigpt4/configs/models/minigpt4_llama2.yaml b/minigpt4/configs/models/minigpt4_llama2.yaml
index c201bdc..19115b4 100644
--- a/minigpt4/configs/models/minigpt4_llama2.yaml
+++ b/minigpt4/configs/models/minigpt4_llama2.yaml
@@ -12,7 +12,7 @@ model:
   # generation configs
   prompt: ""
 
-  llama_model: "/path/to/llama2/weight"
+  llama_model: "/absolute/path/to/llama2/weight"
 
 preprocess:
     vis_processor:
diff --git a/minigpt4/configs/models/minigpt4_vicuna0.yaml b/minigpt4/configs/models/minigpt4_vicuna0.yaml
index 34bd2ed..e94cee0 100644
--- a/minigpt4/configs/models/minigpt4_vicuna0.yaml
+++ b/minigpt4/configs/models/minigpt4_vicuna0.yaml
@@ -15,7 +15,7 @@ model:
   # generation configs
   prompt: ""
 
-  llama_model: "/path/to/vicuna/weight"
+  llama_model: "/absolute/path/to/vicuna/weight"
 
 preprocess:
     vis_processor:
diff --git a/train_configs/minigpt4_llama2_stage2_finetune.yaml b/train_configs/minigpt4_llama2_stage2_finetune.yaml
index 9a6ac2d..9923154 100644
--- a/train_configs/minigpt4_llama2_stage2_finetune.yaml
+++ b/train_configs/minigpt4_llama2_stage2_finetune.yaml
@@ -6,7 +6,7 @@ model:
   end_sym: "</s>"
   prompt_path: "prompts/alignment.txt"
   prompt_template: '[INST] {} [/INST] '
-  ckpt: '/path/to/stage1/checkpoint/'
+  ckpt: '/absolute/path/to/stage1/checkpoint/'
 
 
 datasets:
diff --git a/train_configs/minigpt4_stage2_finetune.yaml b/train_configs/minigpt4_stage2_finetune.yaml
index 54cedb4..9046f31 100644
--- a/train_configs/minigpt4_stage2_finetune.yaml
+++ b/train_configs/minigpt4_stage2_finetune.yaml
@@ -6,7 +6,7 @@ model:
   end_sym: "###"
   prompt_path: "prompts/alignment.txt"
   prompt_template: '###Human: {} ###Assistant: '
-  ckpt: '/path/to/stage1/checkpoint/'
+  ckpt: '/absolute/path/to/stage1/checkpoint/'
 
 
 datasets: