diff --git a/docs/features/poetry_guide.md b/docs/features/poetry_guide.md
new file mode 100644
index 0000000000000000000000000000000000000000..b3b8a404aba9c4b0146c3f841d4d70a16a726277
--- /dev/null
+++ b/docs/features/poetry_guide.md
@@ -0,0 +1,20 @@
+
+### poetry管理环境
+
+```shell
+# 准备MindSpeed-LLM及megatron
+git clone https://github.com/NVIDIA/Megatron-LM.git
+git clone https://gitee.com/ascend/MindSpeed-LLM.git
+cp -r Megatron-LM/megatron MindSpeed-LLM/
+cd MindSpeed-LLM
+
+# 创建并进入虚拟环境
+pip install poetry
+poetry env use python3.8
+poetry shell
+
+# 手动安装PTA，MindSpeed-LLM依赖库会根据pyproject.toml文件自动安装
+poetry add torch-2.1.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
+poetry add torch_npu-2.1.0.post8-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
+poetry add apex-0.1.dev20241015+ascend-cp38-cp38-linux_aarch64.whl
+```
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000000000000000000000000000000000000..1030df0d2ae1e11836403b39203dd57b257bec67
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,51 @@
+[tool.poetry]
+name = "mindspeed-llm"
+version = "0.1.0"
+description = "The Python dependencies of MindSpeed-LLM"
+authors = [""]
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = ">=3.8"
+numpy = ">=1.19.2,<2.0.0"
+transformers = "4.43.2"
+transformers-stream-generator = "*"
+sympy = "*"
+decorator = "*"
+scipy = "*"
+sentencepiece = "*"
+einops = "*"
+datasets = ">=2.16.0"
+pybind11 = "*"
+accelerate = "*"
+six = "*"
+protobuf = "*"
+peft = "0.7.1"
+tiktoken = "*"
+ray = "2.10.0"
+tensordict = "0.1.2"
+hydra-core = "1.3.2"
+codetiming = "*"
+bitsandbytes-npu-beta = "0.45.2"
+word2number = "*"
+latex2sympy2 = "*"
+antlr4-python3-runtime = "==4.9.*"
+ninja = "*"
+wheel = "*"
+regex = "*"
+attrs = "*"
+psutil = "*"
+pyyaml = "*"
+tokenizers = "<=0.20.3"
+gpytorch = "*"
+pandas = "*"
+scikit-learn = "*"
+SQLAlchemy = "*"
+mindspeed = { git = "https://gitee.com/ascend/MindSpeed.git", rev = "0dfa0035ec54d9a74b2f6ee2867367df897299df" }
+
+[tool.poetry.group.dev.dependencies]
+pytest = "^8.3.5"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
\ No newline at end of file