diff --git a/Dockerfile b/Dockerfile
index e92ae9f..4807216 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,21 +1,15 @@
-FROM nvidia/cuda:12.2.0-runtime-ubuntu22.04
+FROM pytorch/pytorch:2.1.0-cuda12.1-cudnn8-runtime
 
-ARG DEBIAN_FRONTEND=noninteractive
 ENV TZ=Asia/Shanghai
 
-RUN apt-get update && \
-    apt-get install --no-install-recommends -y python3 python3-pip python3-virtualenv && \
-    apt-get install --no-install-recommends -y libopencv-dev python3-opencv && \
-    rm -rf /var/lib/apt/lists/*
+WORKDIR /app
 
-ENV VIRTUAL_ENV=/opt/venv
-RUN virtualenv $VIRTUAL_ENV
-ENV PATH="$VIRTUAL_ENV/bin:$PATH"
+COPY . /app
 
-RUN pip install packaging
+RUN pip install --no-cache-dir -r requirements.txt
 
-WORKDIR /app
+RUN pip install --no-cache-dir opencv-python-headless
 
-COPY . /app/
+EXPOSE 8888
 
-CMD python3 main.py --host 0.0.0.0 --port 8888
+CMD ["python", "main.py", "--host", "0.0.0.0", "--port", "8888", "--skip-pip"]
diff --git a/README.md b/README.md
index 9640314..e07e12b 100644
--- a/README.md
+++ b/README.md
@@ -171,6 +171,14 @@ It will be persistent the dependent repositories and pip cache.
 
 You can add `-e PIP_INDEX_URL={pypi-mirror-url}` to docker run command to change pip index url.
 
+> From version 0.4.0.0, Full environment include in docker image, mapping `models` or project root if you needed
+> For example:
+> ```
+> docker run -d --gpus all \
+>     -v /Fooocus-API:/app \
+>     -p 8888:8888 konieshadow/fooocus-api
+>```
+
 # cmd flags
 
 - `-h, --help` show this help message and exit
diff --git a/README_zh.md b/README_zh.md
index fe935b1..9830b0b 100644
--- a/README_zh.md
+++ b/README_zh.md
@@ -169,6 +169,14 @@ docker run -d --gpus=all \
 
 你还可以添加 `-e PIP_INDEX_URL={pypi-mirror-url}` 选项来更换 pip 源
 
+> 0.4.0.0 版本开始，镜像包含完整运行环境，因此只需要根据需要将 `models` 或者项目根目录进行映射即可
+> 比如：
+> ```
+> docker run -d --gpus all \
+>     -v /Fooocus-API:/app \
+>     -p 8888:8888 konieshadow/fooocus-api
+>```
+
 # 命令行参数
 
 - `-h, --help` 显示本帮助并退出
diff --git a/fooocus_api_version.py b/fooocus_api_version.py
index a60c384..c22548b 100644
--- a/fooocus_api_version.py
+++ b/fooocus_api_version.py
@@ -1 +1 @@
-version = '0.4.0.0'
+version = '0.4.0.1'
diff --git a/fooocusapi/models/common/requests.py b/fooocusapi/models/common/requests.py
index d97be78..5b898a7 100644
--- a/fooocusapi/models/common/requests.py
+++ b/fooocusapi/models/common/requests.py
@@ -1,7 +1,10 @@
 """Common model for requests"""
 from typing import List
-from pydantic import BaseModel, Field
-from pydantic import ValidationError
+from pydantic import (
+    BaseModel,
+    Field,
+    ValidationError
+)
 
 from modules.config import (
     default_sampler,
@@ -21,6 +24,7 @@
     default_loras_model
 )
 
+default_aspect_ratio = default_aspect_ratio.split(" ")[0].replace("×", "*")
 
 class QueryJobRequest(BaseModel):
     """Query job request"""
diff --git a/fooocusapi/parameters.py b/fooocusapi/parameters.py
index 3f9d439..c61bef6 100644
--- a/fooocusapi/parameters.py
+++ b/fooocusapi/parameters.py
@@ -35,8 +35,8 @@
 default_base_model_name = "juggernautXL_v8Rundiffusion.safetensors"
 default_refiner_model_name = "None"
 default_refiner_switch = 0.5
-default_loras = [["sd_xl_offset_example-lora_1.0.safetensors", 0.1]]
-default_cfg_scale = 4.0
+default_loras = [[True, "sd_xl_offset_example-lora_1.0.safetensors", 0.1]]
+default_cfg_scale = 7.0
 default_prompt_negative = ""
 default_aspect_ratio = "1152*896"
 default_sampler = "dpmpp_2m_sde_gpu"