diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 27dc28c0..dd716eed 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -31,13 +31,14 @@ repos:
             "--",
             "-Dwarnings",
           ]
-  - repo: https://github.com/psf/black
-    rev: 22.3.0
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    # Ruff version.
+    rev: v0.12.8
     hooks:
-      - id: black
-        name: "Python (black)"
-        args: ["--line-length", "119", "--target-version", "py35"]
-        types: ["python"]
+      # Run the linter.
+      - id: ruff-check
+      # Run the formatter.
+      - id: ruff-format
   - repo: https://github.com/astral-sh/ruff-pre-commit
     # Ruff version.
     rev: v0.11.11
diff --git a/bindings/python/Cargo.lock b/bindings/python/Cargo.lock
new file mode 100644
index 00000000..c2d1b3aa
--- /dev/null
+++ b/bindings/python/Cargo.lock
@@ -0,0 +1,234 @@
+# This file is automatically @generated by Cargo.
+# It is not intended for manual editing.
+version = 3
+
+[[package]]
+name = "autocfg"
+version = "1.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c08606f8c3cbf4ce6ec8e28fb0014a2c086708fe954eaa885384a6165172e7e8"
+
+[[package]]
+name = "heck"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
+
+[[package]]
+name = "indoc"
+version = "2.0.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f4c7245a08504955605670dbf141fceab975f15ca21570696aebe9d2e71576bd"
+
+[[package]]
+name = "itoa"
+version = "1.0.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4a5f13b858c8d314ee3e8f639011f7ccefe71f97f96e50151fb991f267928e2c"
+
+[[package]]
+name = "libc"
+version = "0.2.174"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1171693293099992e19cddea4e8b849964e9846f4acee11b3948bcc337be8776"
+
+[[package]]
+name = "memchr"
+version = "2.7.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "32a282da65faaf38286cf3be983213fcf1d2e2a58700e808f83f4ea9a4804bc0"
+
+[[package]]
+name = "memmap2"
+version = "0.9.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fd3f7eed9d3848f8b98834af67102b720745c4ec028fcd0aa0239277e7de374f"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "memoffset"
+version = "0.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "488016bfae457b036d996092f6cb448677611ce4449e970ceaf42695203f218a"
+dependencies = [
+ "autocfg",
+]
+
+[[package]]
+name = "once_cell"
+version = "1.21.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "42f5e15c9953c5e4ccceeb2e7382a716482c34515315f7b03532b8b4e8393d2d"
+
+[[package]]
+name = "portable-atomic"
+version = "1.11.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f84267b20a16ea918e43c6a88433c2d54fa145c92a811b5b047ccbe153674483"
+
+[[package]]
+name = "proc-macro2"
+version = "1.0.95"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "02b3e5e68a3a1a02aad3ec490a98007cbc13c37cbe84a3cd7b8e406d76e7f778"
+dependencies = [
+ "unicode-ident",
+]
+
+[[package]]
+name = "pyo3"
+version = "0.25.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8970a78afe0628a3e3430376fc5fd76b6b45c4d43360ffd6cdd40bdde72b682a"
+dependencies = [
+ "indoc",
+ "libc",
+ "memoffset",
+ "once_cell",
+ "portable-atomic",
+ "pyo3-build-config",
+ "pyo3-ffi",
+ "pyo3-macros",
+ "unindent",
+]
+
+[[package]]
+name = "pyo3-build-config"
+version = "0.25.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "458eb0c55e7ece017adeba38f2248ff3ac615e53660d7c71a238d7d2a01c7598"
+dependencies = [
+ "once_cell",
+ "target-lexicon",
+]
+
+[[package]]
+name = "pyo3-ffi"
+version = "0.25.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7114fe5457c61b276ab77c5055f206295b812608083644a5c5b2640c3102565c"
+dependencies = [
+ "libc",
+ "pyo3-build-config",
+]
+
+[[package]]
+name = "pyo3-macros"
+version = "0.25.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a8725c0a622b374d6cb051d11a0983786448f7785336139c3c94f5aa6bef7e50"
+dependencies = [
+ "proc-macro2",
+ "pyo3-macros-backend",
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "pyo3-macros-backend"
+version = "0.25.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4109984c22491085343c05b0dbc54ddc405c3cf7b4374fc533f5c3313a572ccc"
+dependencies = [
+ "heck",
+ "proc-macro2",
+ "pyo3-build-config",
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "quote"
+version = "1.0.40"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1885c039570dc00dcb4ff087a89e185fd56bae234ddc7f056a945bf36467248d"
+dependencies = [
+ "proc-macro2",
+]
+
+[[package]]
+name = "ryu"
+version = "1.0.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "28d3b2b1366ec20994f1fd18c3c594f05c5dd4bc44d8bb0c1c632c8d6829481f"
+
+[[package]]
+name = "safetensors"
+version = "0.6.2"
+dependencies = [
+ "serde",
+ "serde_json",
+]
+
+[[package]]
+name = "safetensors-python"
+version = "0.6.2"
+dependencies = [
+ "memmap2",
+ "pyo3",
+ "safetensors",
+ "serde_json",
+]
+
+[[package]]
+name = "serde"
+version = "1.0.219"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5f0e2c6ed6606019b4e29e69dbaba95b11854410e5347d525002456dbbb786b6"
+dependencies = [
+ "serde_derive",
+]
+
+[[package]]
+name = "serde_derive"
+version = "1.0.219"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5b0276cf7f2c73365f7157c8123c21cd9a50fbbd844757af28ca1f5925fc2a00"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "serde_json"
+version = "1.0.140"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "20068b6e96dc6c9bd23e01df8827e6c7e1f2fddd43c21810382803c136b99373"
+dependencies = [
+ "itoa",
+ "memchr",
+ "ryu",
+ "serde",
+]
+
+[[package]]
+name = "syn"
+version = "2.0.104"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "17b6f705963418cdb9927482fa304bc562ece2fdd4f616084c50b7023b435a40"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
+]
+
+[[package]]
+name = "target-lexicon"
+version = "0.13.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e502f78cdbb8ba4718f566c418c52bc729126ffd16baee5baa718cf25dd5a69a"
+
+[[package]]
+name = "unicode-ident"
+version = "1.0.18"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a5f39404a5da50712a4c1eecf25e90dd62b613502b7e925fd4e4d19b5c96512"
+
+[[package]]
+name = "unindent"
+version = "0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7264e107f553ccae879d21fbea1d6724ac785e8c3bfc762137959b5802826ef3"
diff --git a/bindings/python/Cargo.toml b/bindings/python/Cargo.toml
index 1eb786b3..e1e21564 100644
--- a/bindings/python/Cargo.toml
+++ b/bindings/python/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "safetensors-python"
-version = "0.6.2-dev.0"
+version = "0.6.2"
 edition = "2021"
 rust-version = "1.74"
 
diff --git a/bindings/python/py_src/safetensors/torch.py b/bindings/python/py_src/safetensors/torch.py
index 49405bf3..f2285e0f 100644
--- a/bindings/python/py_src/safetensors/torch.py
+++ b/bindings/python/py_src/safetensors/torch.py
@@ -433,7 +433,7 @@ def load(data: bytes) -> Dict[str, torch.Tensor]:
     _float8_e8m0: 1,
     _float4_e2m1_x2: 1,
 }
-if Version(torch.__version__) > Version("2.0.0"):
+if Version(torch.__version__) >= Version("2.3.0"):
     _SIZE.update(
         {
             torch.uint64: 8,
@@ -456,7 +456,7 @@ def load(data: bytes) -> Dict[str, torch.Tensor]:
     "F8_E4M3": _float8_e4m3fn,
     "F8_E5M2": _float8_e5m2,
 }
-if Version(torch.__version__) > Version("2.0.0"):
+if Version(torch.__version__) >= Version("2.3.0"):
     _TYPES.update(
         {
             "U64": torch.uint64,
diff --git a/bindings/python/src/lib.rs b/bindings/python/src/lib.rs
index 36f784b4..c039d6e4 100644
--- a/bindings/python/src/lib.rs
+++ b/bindings/python/src/lib.rs
@@ -33,7 +33,7 @@ struct PyView<'a> {
 }
 
 impl View for &PyView<'_> {
-    fn data(&self) -> std::borrow::Cow<[u8]> {
+    fn data(&self) -> std::borrow::Cow<'_, [u8]> {
         Cow::Borrowed(self.data.as_bytes())
     }
     fn shape(&self) -> &[usize] {
diff --git a/safetensors/Cargo.toml b/safetensors/Cargo.toml
index 839d06e2..de83c0ef 100644
--- a/safetensors/Cargo.toml
+++ b/safetensors/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "safetensors"
-version = "0.6.2-dev.0"
+version = "0.6.2"
 edition = "2021"
 rust-version = "1.80"
 homepage = "https://github.com/huggingface/safetensors"
diff --git a/safetensors/src/tensor.rs b/safetensors/src/tensor.rs
index 0a4edf3d..c9ee2143 100644
--- a/safetensors/src/tensor.rs
+++ b/safetensors/src/tensor.rs
@@ -142,7 +142,7 @@ struct PreparedData {
 ///    fn shape(&self) -> &[usize]{
 ///         &self.shape
 ///    }
-///    fn data(&self) -> Cow<[u8]>{
+///    fn data(&self) -> Cow<'_, [u8]>{
 ///        (&self.data).into()
 ///    }
 ///    fn data_len(&self) -> usize{
@@ -166,7 +166,7 @@ struct PreparedData {
 ///    fn shape(&self) -> &[usize]{
 ///         &self.shape
 ///    }
-///    fn data(&self) -> Cow<[u8]>{
+///    fn data(&self) -> Cow<'_, [u8]>{
 ///        self.data.into()
 ///    }
 ///    fn data_len(&self) -> usize{
@@ -193,7 +193,7 @@ struct PreparedData {
 ///    fn shape(&self) -> &[usize]{
 ///         &self.shape
 ///    }
-///    fn data(&self) -> Cow<[u8]>{
+///    fn data(&self) -> Cow<'_, [u8]>{
 ///        // This copies data from GPU to CPU.
 ///        let data: Vec<u8> = self.data.to_vec();
 ///        data.into()
@@ -211,7 +211,7 @@ pub trait View {
     /// The shape of the tensor
     fn shape(&self) -> &[usize];
     /// The data of the tensor
-    fn data(&self) -> Cow<[u8]>;
+    fn data(&self) -> Cow<'_, [u8]>;
     /// The length of the data, in bytes.
     /// This is necessary as this might be faster to get than `data().len()`
     /// for instance for tensors residing in GPU.
@@ -678,7 +678,7 @@ impl View for &TensorView<'_> {
         &self.shape
     }
 
-    fn data(&self) -> Cow<[u8]> {
+    fn data(&self) -> Cow<'_, [u8]> {
         self.data.into()
     }
 
@@ -696,7 +696,7 @@ impl View for TensorView<'_> {
         &self.shape
     }
 
-    fn data(&self) -> Cow<[u8]> {
+    fn data(&self) -> Cow<'_, [u8]> {
         self.data.into()
     }