diff --git a/CHANGELOG.md b/CHANGELOG.md
index 483842b4..56a589aa 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,6 +8,18 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ## [Unreleased]
 ...
 
+## [0.3.5] - 2025-11-09
+### Added
+- upath.implementations.cloud: add `HfPath` for Hugging Face Hub support (#457)
+- docs: MkDocs documentation on Read The Docs (#468, #469)
+
+### Fixed
+- upath: fix `relative_to` for simplecache, smb, sftp and extensions (#458)
+
+### Changed
+- ci: nox and ci updates (#466)
+- upath: update flavours (#467)
+
 ## [0.3.4] - 2025-10-16
 ### Added
 - upath.implementations: add `SimpleCachePath` for simplecache protocol support (#453)
@@ -263,7 +275,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### Added
 - started a changelog to keep track of significant changes
 
-[Unreleased]: https://github.com/fsspec/universal_pathlib/compare/v0.3.4...HEAD
+[Unreleased]: https://github.com/fsspec/universal_pathlib/compare/v0.3.5...HEAD
+[0.3.5]: https://github.com/fsspec/universal_pathlib/compare/v0.3.4...v0.3.5
 [0.3.4]: https://github.com/fsspec/universal_pathlib/compare/v0.3.3...v0.3.4
 [0.3.3]: https://github.com/fsspec/universal_pathlib/compare/v0.3.2...v0.3.3
 [0.3.2]: https://github.com/fsspec/universal_pathlib/compare/v0.3.1...v0.3.2
diff --git a/docs/api/implementations.md b/docs/api/implementations.md
index db24cc1b..b57a482e 100644
--- a/docs/api/implementations.md
+++ b/docs/api/implementations.md
@@ -42,6 +42,18 @@ Google Cloud Storage implementation.
 
 Azure Blob Storage and Azure Data Lake implementation.
 
+::: upath.implementations.cloud.HfPath
+    options:
+        heading_level: 3
+        show_root_heading: true
+        show_root_full_path: false
+        members: []
+        show_bases: true
+
+**Protocols:** `hf://`
+
+Hugging Face Hub implementation for accessing models, datasets, and spaces.
+
 ---
 
 ## upath.implementations.local
diff --git a/docs/index.md b/docs/index.md
index 4f4c9712..53c0c910 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -131,6 +131,7 @@ if http_path.exists():
 - :fontawesome-solid-globe: `http:` and `https:` HTTP(S)-based filesystem
 - :fontawesome-solid-server: `hdfs:` Hadoop distributed filesystem
 - :fontawesome-brands-google: `gs:` and `gcs:` Google Cloud Storage _(requires `gcsfs`)_
+- :simple-huggingface: `hf:` Hugging Face Hub _(requires `huggingface_hub`)_
 - :fontawesome-brands-aws: `s3:` and `s3a:` AWS S3 _(requires `s3fs`)_
 - :fontawesome-solid-network-wired: `sftp:` and `ssh:` SFTP and SSH filesystems _(requires `paramiko`)_
 - :fontawesome-solid-share-nodes: `smb:` SMB filesystems _(requires `smbprotocol`)_
diff --git a/docs/install.md b/docs/install.md
index 954176b8..87fb820c 100644
--- a/docs/install.md
+++ b/docs/install.md
@@ -57,7 +57,7 @@ When adding `universal-pathlib` to your project, specify the filesystem extras y
 name = "myproject"
 requires-python = ">=3.9"
 dependencies = [
-    "universal_pathlib>=0.3.4",
+    "universal_pathlib>=0.3.5",
     "fsspec[s3,http]",  # Add the filesystems you need
 ]
 ```
diff --git a/docs/usage.md b/docs/usage.md
index 90f6b0bf..94a81d31 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -59,6 +59,9 @@ gcs_path = UPath("gs://my-bucket/data.csv")
 # Azure Blob Storage
 az_path = UPath("az://container/blob.parquet")
 
+# Hugging Face Hub
+hf_path = UPath("hf://datasets/username/dataset-name/data.csv")
+
 # GitHub repositories
 gh_path = UPath("github://fsspec:universal_pathlib@main/")
 ```
@@ -253,6 +256,7 @@ Universal Pathlib works with any [fsspec](https://filesystem-spec.readthedocs.io
 | `s3://` | Amazon S3 | `s3fs` |
 | `gs://`, `gcs://` | Google Cloud Storage | `gcsfs` |
 | `az://`, `abfs://` | Azure Blob Storage | `adlfs` |
+| `hf://` | Hugging Face Hub | `huggingface_hub` |
 | `github://` | GitHub | _(built-in)_ |
 | `http://`, `https://` | HTTP(S) | _(built-in)_ |
 | `ssh://`, `sftp://` | SSH/SFTP | `paramiko` |