diff --git a/changelog_entry.yaml b/changelog_entry.yaml
index e69de29b..004e6066 100644
--- a/changelog_entry.yaml
+++ b/changelog_entry.yaml
@@ -0,0 +1,4 @@
+- bump: minor
+  changes:
+    added:
+    - HuggingFace upload/download functionality.
diff --git a/policyengine_core/data/dataset.py b/policyengine_core/data/dataset.py
index 7a0f792d..1dd87d89 100644
--- a/policyengine_core/data/dataset.py
+++ b/policyengine_core/data/dataset.py
@@ -7,6 +7,8 @@
 import requests
 import os
 import tempfile
+from huggingface_hub import HfApi, login, hf_hub_download
+import pkg_resources
 
 
 def atomic_write(file: Path, content: bytes) -> None:
@@ -53,6 +55,8 @@ class Dataset:
     """The time period of the dataset. This is used to automatically enter the values in the correct time period if the data type is `Dataset.ARRAYS`."""
     url: str = None
     """The URL to download the dataset from. This is used to download the dataset if it does not exist."""
+    huggingface_url: str = None
+    """The HuggingFace URL to download the dataset from. This is used to download the dataset if it does not exist."""
 
     # Data formats
     TABLES = "tables"
@@ -306,7 +310,7 @@ def store_file(self, file_path: str):
             raise FileNotFoundError(f"File {file_path} does not exist.")
         shutil.move(file_path, self.file_path)
 
-    def download(self, url: str = None) -> None:
+    def download(self, url: str = None, version: str = None) -> None:
         """Downloads a file to the dataset's file path.
 
         Args:
@@ -314,7 +318,7 @@ def download(self, url: str = None) -> None:
         """
 
         if url is None:
-            url = self.url
+            url = self.huggingface_url or self.url
 
         if "POLICYENGINE_GITHUB_MICRODATA_AUTH_TOKEN" not in os.environ:
             auth_headers = {}
@@ -345,6 +349,10 @@ def download(self, url: str = None) -> None:
                 raise ValueError(
                     f"File {file_path} not found in release {release_tag} of {org}/{repo}."
                 )
+        elif url.startswith("hf://"):
+            owner_name, model_name = url.split("/")[2:]
+            self.download_from_huggingface(owner_name, model_name, version)
+            return
         else:
             url = url
 
@@ -363,6 +371,19 @@ def download(self, url: str = None) -> None:
 
         atomic_write(self.file_path, response.content)
 
+    def upload(self, url: str = None):
+        """Uploads the dataset to a URL.
+
+        Args:
+            url (str): The url to upload.
+        """
+        if url is None:
+            url = self.huggingface_url or self.url
+
+        if url.startswith("hf://"):
+            owner_name, model_name = url.split("/")[2:]
+            self.upload_to_huggingface(owner_name, model_name)
+
     def remove(self):
         """Removes the dataset from disk."""
         if self.exists:
@@ -414,3 +435,59 @@ def from_dataframe(dataframe: pd.DataFrame, time_period: str = None):
         )()
 
         return dataset
+
+    def upload_to_huggingface(self, owner_name: str, model_name: str):
+        """Uploads the dataset to Hugging Face.
+
+        Args:
+            owner_name (str): The owner name.
+            model_name (str): The model name.
+        """
+        token = os.environ.get(
+            "HUGGING_FACE_TOKEN", "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"
+        )
+        login(token=token)
+        api = HfApi()
+
+        # Add the policyengine-uk-data version and policyengine-uk version to the h5 metadata.
+        uk_data_version = get_package_version("policyengine-uk-data")
+        uk_version = get_package_version("policyengine-uk")
+        with h5py.File(self.file_path, "a") as f:
+            f.attrs["policyengine-uk-data"] = uk_data_version
+            f.attrs["policyengine-uk"] = uk_version
+
+        api.upload_file(
+            path_or_fileobj=self.file_path,
+            path_in_repo=self.file_path.name,
+            repo_id=f"{owner_name}/{model_name}",
+            repo_type="model",
+        )
+
+    def download_from_huggingface(
+        self, owner_name: str, model_name: str, version: str = None
+    ):
+        """Downloads the dataset from Hugging Face.
+
+        Args:
+            owner_name (str): The owner name.
+            model_name (str): The model name.
+        """
+        token = os.environ.get(
+            "HUGGING_FACE_TOKEN", "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"
+        )
+        login(token=token)
+
+        hf_hub_download(
+            repo_id=f"{owner_name}/{model_name}",
+            repo_type="model",
+            path=self.file_path,
+            revision=version,
+        )
+
+
+def get_package_version(package_name: str) -> str:
+    """Get the installed version of a package."""
+    try:
+        return pkg_resources.get_distribution(package_name).version
+    except pkg_resources.DistributionNotFound:
+        return "not installed"
diff --git a/setup.py b/setup.py
index 422ae149..ebad5d89 100644
--- a/setup.py
+++ b/setup.py
@@ -24,6 +24,7 @@
     "ipython>=8,<9",
     "pyvis>=0.3.2",
     "microdf_python>=0.4.3",
+    "huggingface_hub>=0.25.1",
 ]
 
 dev_requirements = [