diff --git a/{{ cookiecutter.repo_name }}/README.md b/{{ cookiecutter.repo_name }}/README.md
index 2c5e877..8d2b574 100644
--- a/{{ cookiecutter.repo_name }}/README.md	
+++ b/{{ cookiecutter.repo_name }}/README.md	
@@ -15,9 +15,9 @@ Project plan:
 
 ## Install requirements
 
-This project uses [poetry](https://python-poetry.org/) for requirement and is set up for torch using cuda.
+This project uses [uv](https://github.com/astral-sh/uv) for requirements.
 ~~~
-poetry install
+uv sync
 ~~~
 
 ## How to get data
diff --git a/{{ cookiecutter.repo_name }}/pyproject.toml b/{{ cookiecutter.repo_name }}/pyproject.toml
index 1feba80..3cdb2eb 100644
--- a/{{ cookiecutter.repo_name }}/pyproject.toml	
+++ b/{{ cookiecutter.repo_name }}/pyproject.toml	
@@ -1,51 +1,41 @@
-[tool.poetry]
+[project]
 name = "{{ cookiecutter.project_name.lower().replace(' ', '_') }}"
 version = "0.1.0"
 description = "{{ cookiecutter.description }}"
 authors = ["{{ cookiecutter.author_name }}"]
 license = "MIT"
 readme = "README.md"
+requires-python = ">=3.10"
+dependencies = [
+    python = ">=3.10"
+    numpy = "^1.26.1"
+    pandas = "^2.1.1"
+    matplotlib = "^3.8.0"
+    scikit-learn = "^1.3.1"
+    loguru = "^0.7.2"
+    tqdm = "^4.66.1"
+    # einops = "^0.7.0"
+    # simple-parsing = "^0.1.4"
+    # torch = {version = "^2.1.0+cu124", source = "pytorch"}
+    # lightning = "^2.1.0"
+    # pytorch-optimizer = "^2.12.0"
+    # torchinfo = "^1.8.0"
+    # accelerate = "^0.24.1"
+    # transformers = "4.34.0"
+    # accelerate = "^0.24.1"
+    # peft = "^0.5.0"
+    # loguru = "^0.7.2"
+    # einops = "^0.3.1"
+]
 
-[virtualenvs]
-in-project=true
-
-[tool.poetry.dependencies]
-python = ">=3.10"
-numpy = "^1.26.1"
-pandas = "^2.1.1"
-matplotlib = "^3.8.0"
-scikit-learn = "^1.3.1"
-loguru = "^0.7.2"
-tqdm = "^4.66.1"
-# einops = "^0.7.0"
-# simple-parsing = "^0.1.4"
-# torch = {version = "^2.1.0+cu124", source = "pytorch"}
-# lightning = "^2.1.0"
-# pytorch-optimizer = "^2.12.0"
-# torchinfo = "^1.8.0"
-# accelerate = "^0.24.1"
-# transformers = "4.34.0"
-# accelerate = "^0.24.1"
-# peft = "^0.5.0"
-# loguru = "^0.7.2"
-# einops = "^0.3.1"
-
-[[tool.poetry.source]]
-# pytorch cuda needs to compe from another source https://python-poetry.org/docs/dependency-specification/#source-dependencies
-name = "pytorch"
-url = "https://download.pytorch.org/whl/cu124"
-priority = "explicit"
-
-[tool.poetry.group.dev.dependencies]
-ipykernel = "^6.25.2"
-ipywidgets = "^8.1.3"
-ruff = "^0.1.3"
-pylama = "^8.4.1"
+[dependency-groups]
+dev = [
+    "ipykernel>=6.29.5",
+    "ipywidgets>=8.1.5",
+    "pytest>=8.0.2",
+    "ruff>=0.8.3",
+]
 
 [build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
-
-[virtualenvs]
-create = true
-in-project = true
+requires = ["hatchling"]
+build-backend = "hatchling.build"