diff --git a/Cargo.lock b/Cargo.lock
index e2a177e3dd..687c2bcf2e 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -739,7 +739,7 @@ dependencies = [
  "thiserror 2.0.12",
  "tracing-core",
  "tracing-subscriber",
- "zip 2.6.1",
+ "zip 3.0.0",
 ]
 
 [[package]]
@@ -1248,7 +1248,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "117725a109d387c937a1533ce01b450cbde6b88abceea8473c4d7a85853cda3c"
 dependencies = [
  "lazy_static",
- "windows-sys 0.48.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -1257,7 +1257,7 @@ version = "3.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fde0e0ec90c9dfb3b4b1a0891a7dcd0e2bffde2f7efed5fe7c9bb00e5bfb915e"
 dependencies = [
- "windows-sys 0.48.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -2246,7 +2246,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "976dd42dc7e85965fe702eb8164f21f450704bdde31faefd6471dba214cb594e"
 dependencies = [
  "libc",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -2365,6 +2365,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7ced92e76e966ca2fd84c8f7aa01a4aea65b0eb6648d72f7c8f3e2764a67fece"
 dependencies = [
  "crc32fast",
+ "libz-rs-sys",
  "miniz_oxide",
 ]
 
@@ -3721,7 +3722,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fc2f4eb4bc735547cfed7c0a4922cbd04a4655978c09b54f1f7b228750664c34"
 dependencies = [
  "cfg-if",
- "windows-targets 0.48.5",
+ "windows-targets 0.52.6",
 ]
 
 [[package]]
@@ -3752,6 +3753,15 @@ dependencies = [
  "vcpkg",
 ]
 
+[[package]]
+name = "libz-rs-sys"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6489ca9bd760fe9642d7644e827b0c9add07df89857b0416ee15c1cc1a3b8c5a"
+dependencies = [
+ "zlib-rs",
+]
+
 [[package]]
 name = "linux-raw-sys"
 version = "0.4.15"
@@ -5514,7 +5524,7 @@ dependencies = [
  "once_cell",
  "socket2",
  "tracing",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -6085,7 +6095,7 @@ dependencies = [
  "errno",
  "libc",
  "linux-raw-sys 0.4.15",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -6098,7 +6108,7 @@ dependencies = [
  "errno",
  "libc",
  "linux-raw-sys 0.9.4",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -6657,7 +6667,7 @@ dependencies = [
  "cfg-if",
  "libc",
  "psm",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -6897,7 +6907,7 @@ dependencies = [
  "getrandom 0.3.3",
  "once_cell",
  "rustix 1.0.7",
- "windows-sys 0.52.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -7988,7 +7998,7 @@ version = "0.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "cf221c93e13a30d793f7645a0e7762c55d169dbb0a49671918a2319d289b10bb"
 dependencies = [
- "windows-sys 0.48.0",
+ "windows-sys 0.59.0",
 ]
 
 [[package]]
@@ -8667,16 +8677,15 @@ dependencies = [
 
 [[package]]
 name = "zip"
-version = "2.6.1"
+version = "3.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1dcb24d0152526ae49b9b96c1dcf71850ca1e0b882e4e28ed898a93c41334744"
+checksum = "12598812502ed0105f607f941c386f43d441e00148fce9dec3ca5ffb0bde9308"
 dependencies = [
  "aes",
  "arbitrary",
  "bzip2 0.5.2",
  "constant_time_eq 0.3.1",
  "crc32fast",
- "crossbeam-utils",
  "deflate64",
  "flate2",
  "getrandom 0.3.3",
@@ -8693,6 +8702,12 @@ dependencies = [
  "zstd 0.13.3",
 ]
 
+[[package]]
+name = "zlib-rs"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "868b928d7949e09af2f6086dfc1e01936064cc7a819253bce650d4e2a2d63ba8"
+
 [[package]]
 name = "zopfli"
 version = "0.8.2"
diff --git a/Cargo.toml b/Cargo.toml
index 0d5bc84f54..271ca7a980 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -88,7 +88,7 @@ tokio = { version = "1.44.2", features = ["rt", "macros"] }
 tracing-appender = "0.2.3"
 tracing-core = "0.1.33"
 tracing-subscriber = "0.3.19"
-zip = "2.6.1"
+zip = "3.0.0"
 
 # Async handling
 async-channel = "2.3"
diff --git a/crates/burn-cubecl-fusion/src/base.rs b/crates/burn-cubecl-fusion/src/base.rs
index 0eb77419e5..1bac797e06 100644
--- a/crates/burn-cubecl-fusion/src/base.rs
+++ b/crates/burn-cubecl-fusion/src/base.rs
@@ -15,6 +15,7 @@ use serde::{Deserialize, Serialize};
 /// Fusion optimization type for cubecl.
 ///
 /// More optimization variants should be added here.
+#[allow(clippy::large_enum_variant)]
 pub enum CubeOptimization<R: Runtime> {
     /// Element wise optimization.
     ElementWise(ElemwiseOptimization<R>),
@@ -26,6 +27,7 @@ pub enum CubeOptimization<R: Runtime> {
 /// Fusion optimization state type for cubecl.
 ///
 /// More optimization variants should be added here.
+#[allow(clippy::large_enum_variant)]
 #[derive(Serialize, Deserialize)]
 pub enum CubeOptimizationState {
     /// Element wise state.
diff --git a/crates/burn-dataset/src/dataset/sqlite.rs b/crates/burn-dataset/src/dataset/sqlite.rs
index bc39ef6f69..ad3230d619 100644
--- a/crates/burn-dataset/src/dataset/sqlite.rs
+++ b/crates/burn-dataset/src/dataset/sqlite.rs
@@ -339,14 +339,13 @@ impl SqliteDatasetStorage {
     ///
     /// * A `PathBuf` instance representing the file path.
     pub fn db_file(&self) -> PathBuf {
-        let db_file = match &self.db_file {
+        match &self.db_file {
             Some(db_file) => db_file.clone(),
             None => {
                 let name = sanitize(self.name.as_ref().expect("Name is not set"));
                 Self::base_dir(self.base_dir.to_owned()).join(format!("{name}.db"))
             }
-        };
-        db_file
+        }
     }
 
     /// Determines the base directory for storing the dataset.
diff --git a/crates/burn-dataset/src/vision/image_folder.rs b/crates/burn-dataset/src/vision/image_folder.rs
index edf08d343a..f6a8201600 100644
--- a/crates/burn-dataset/src/vision/image_folder.rs
+++ b/crates/burn-dataset/src/vision/image_folder.rs
@@ -142,7 +142,8 @@ fn segmentation_mask_to_vec_usize(mask_path: &PathBuf) -> Vec<usize> {
 
     // Image as Vec<PixelDepth>
     // if rgb8 or rgb16, keep only the first channel assuming all channels are the same
-    let img_vec = match image.color() {
+
+    match image.color() {
         ColorType::L8 => image.into_luma8().iter().map(|&x| x as usize).collect(),
         ColorType::L16 => image.into_luma16().iter().map(|&x| x as usize).collect(),
         ColorType::Rgb8 => image
@@ -158,9 +159,7 @@ fn segmentation_mask_to_vec_usize(mask_path: &PathBuf) -> Vec<usize> {
             .map(|&x| x as usize)
             .collect(),
         _ => panic!("Unrecognized image color type"),
-    };
-
-    img_vec
+    }
 }
 
 /// Parse the image annotation to the corresponding type.
diff --git a/crates/burn-fusion/src/stream/store/index.rs b/crates/burn-fusion/src/stream/store/index.rs
index c383be300f..3dce4f9010 100644
--- a/crates/burn-fusion/src/stream/store/index.rs
+++ b/crates/burn-fusion/src/stream/store/index.rs
@@ -72,12 +72,10 @@ impl ExecutionPlanIndex {
             None => return Vec::new(),
         };
 
-        let val = match self.starters.get(*index) {
+        match self.starters.get(*index) {
             Some(value) => value.clone(),
             None => Vec::new(),
-        };
-
-        val
+        }
     }
 
     /// Update the index for an execution plan starting with operation `ops`
diff --git a/crates/burn-tch/src/tensor.rs b/crates/burn-tch/src/tensor.rs
index f0e03debd0..7cfa359d1e 100644
--- a/crates/burn-tch/src/tensor.rs
+++ b/crates/burn-tch/src/tensor.rs
@@ -169,7 +169,7 @@ impl TchTensor {
     /// Returns `true` if the tensor's stride does not contain zero (no broadcasting)
     /// and the storage can be mutated.
     pub fn can_mut(&self) -> bool {
-        let stride_contains_zero = self.tensor.stride().iter().any(|&s| s == 0);
+        let stride_contains_zero = self.tensor.stride().contains(&0);
 
         !stride_contains_zero && self.storage.can_mut()
     }
diff --git a/crates/burn-tensor/src/tensor/api/base.rs b/crates/burn-tensor/src/tensor/api/base.rs
index a5abf3b9a1..117944731e 100644
--- a/crates/burn-tensor/src/tensor/api/base.rs
+++ b/crates/burn-tensor/src/tensor/api/base.rs
@@ -1651,8 +1651,8 @@ where
     /// If the tensor doesn't have one element.
     pub async fn into_scalar_async(self) -> K::Elem {
         check!(TensorCheck::into_scalar::<D>(&self.shape()));
-        let x = self.into_data_async().await.iter().next().unwrap();
-        x
+
+        self.into_data_async().await.iter().next().unwrap()
     }
 
     /// Broadcast the tensor to the given shape.
@@ -3076,7 +3076,7 @@ impl<const D1: usize, const D2: usize, E: Element> BroadcastArgs<D1, D2> for [E;
             .rev()
             .collect();
 
-        if new_shape.iter().any(|&x| x == 0) {
+        if new_shape.contains(&0) {
             panic!("Cannot substitute -1 for a non-existing dimension");
         }
 
diff --git a/crates/burn-train/src/renderer/tui/metric_numeric.rs b/crates/burn-train/src/renderer/tui/metric_numeric.rs
index 70e3871b89..d0392c51e5 100644
--- a/crates/burn-train/src/renderer/tui/metric_numeric.rs
+++ b/crates/burn-train/src/renderer/tui/metric_numeric.rs
@@ -176,6 +176,7 @@ impl NumericMetricsState {
     }
 }
 
+#[allow(clippy::large_enum_variant)]
 #[derive(new)]
 pub(crate) enum NumericMetricView<'a> {
     Plots(&'a [String], usize, Chart<'a>, PlotKind),
diff --git a/crates/onnx-ir/src/node/unsqueeze.rs b/crates/onnx-ir/src/node/unsqueeze.rs
index 38f58a5700..0d18d843b9 100644
--- a/crates/onnx-ir/src/node/unsqueeze.rs
+++ b/crates/onnx-ir/src/node/unsqueeze.rs
@@ -17,7 +17,7 @@ pub fn unsqueeze_update_output(node: &mut Node) {
             None => None,
         }
     } else {
-        let axes = node.attrs.get("axes").cloned().map(|v| {
+        node.attrs.get("axes").cloned().map(|v| {
             let axes = v.into_i64s();
             log::debug!(
                 "Unsqueeze axes from attribute for {}: {:?}",
@@ -25,8 +25,7 @@ pub fn unsqueeze_update_output(node: &mut Node) {
                 axes
             );
             axes
-        });
-        axes
+        })
     };
 
     let input_rank = match &node.inputs[0].ty {