diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..45b92cf
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,78 @@
+on: 
+  push:
+    branches: 
+      - master
+  pull_request:
+
+name: Continuous integration
+
+jobs:
+  check:
+    name: Check
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [ubuntu-latest, windows-latest, macOS-latest]
+        rust: [stable]
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions-rs/toolchain@v1
+        with:
+          profile: minimal
+          toolchain: ${{ matrix.rust }}
+          override: true
+      - uses: actions-rs/cargo@v1
+        with:
+          command: check
+          args: --workspace
+
+  test:
+    name: Test Suite
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [ubuntu-latest, windows-latest, macOS-latest]
+        rust: [stable]
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions-rs/toolchain@v1
+        with:
+          profile: minimal
+          toolchain: ${{ matrix.rust }}
+          override: true
+      - uses: actions-rs/cargo@v1
+        with:
+          command: test
+          args: --workspace
+
+  fmt:
+    name: Rustfmt
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions-rs/toolchain@v1
+        with:
+          profile: minimal
+          toolchain: stable
+          override: true
+      - run: rustup component add rustfmt
+      - uses: actions-rs/cargo@v1
+        with:
+          command: fmt
+          args: --all -- --check
+
+  clippy:
+    name: Clippy
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions-rs/toolchain@v1
+        with:
+          profile: minimal
+          toolchain: stable
+          override: true
+      - run: rustup component add clippy
+      - uses: actions-rs/cargo@v1
+        with:
+          command: clippy
+          args: --workspace --tests --examples -- -D warnings
diff --git a/src/lib.rs b/src/lib.rs
index a4e9e66..e1ee38e 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -22,4 +22,4 @@ impl LinearLayerLike for Linear {
     fn bias(&self) -> Option<&Tensor> {
         self.bias()
     }
-}
\ No newline at end of file
+}
diff --git a/src/loralinear.rs b/src/loralinear.rs
index 2d70fb5..ae89562 100644
--- a/src/loralinear.rs
+++ b/src/loralinear.rs
@@ -16,7 +16,12 @@ pub struct LoraLinear {
 }
 
 impl LoraLinear {
-    pub fn new(old: &Box<dyn LinearLayerLike>, rank: usize, alpha: usize, device: &Device) -> Result<Self> {
+    pub fn new(
+        old: &dyn LinearLayerLike,
+        rank: usize,
+        alpha: usize,
+        device: &Device,
+    ) -> Result<Self> {
         let map = VarMap::new();
         let a_weight = map.get(
             (rank, rank),
@@ -42,9 +47,9 @@ impl LoraLinear {
 
         let a = Trc::new(Linear::new(a_weight, None));
         let b = Trc::new(Linear::new(b_weight, Some(b_bias)));
-
+        
         Ok(LoraLinear {
-            old: Trc::new(NonTrainableLinear::new_from_linear(&old)?),
+            old: Trc::new(NonTrainableLinear::new_from_linear(old)?),
             a,
             b,
             scale: alpha / rank,
@@ -73,4 +78,4 @@ impl LinearLayerLike for LoraLinear {
     fn weight(&self) -> &Tensor {
         unimplemented!("Cannot get weight of LoraLinear layer");
     }
-}
\ No newline at end of file
+}
diff --git a/src/main.rs b/src/main.rs
index 1204ecf..923f5e5 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -2,7 +2,8 @@ use std::collections::HashMap;
 
 use candle_core::{DType, Device, Result, Tensor};
 use candle_lora::{
-    loralinear::{LoraLinear, ALPHA_DEFAULT}, LinearLayerLike,
+    loralinear::{LoraLinear, ALPHA_DEFAULT},
+    LinearLayerLike,
 };
 use candle_nn::{linear_no_bias, Module, VarBuilder};
 
@@ -38,7 +39,7 @@ fn main() -> Result<()> {
     println!("Digit {digit:?} digit");
 
     LoraLinear::new(
-        &model.layer,
+        &*model.layer,
         model.layer.weight().rank(),
         ALPHA_DEFAULT,
         &device,
diff --git a/src/nontrainlinear.rs b/src/nontrainlinear.rs
index 0af46a7..0f789c4 100644
--- a/src/nontrainlinear.rs
+++ b/src/nontrainlinear.rs
@@ -19,7 +19,7 @@ impl NonTrainableLinear {
         }
     }
 
-    pub fn new_from_linear(old: &Box<dyn LinearLayerLike>) -> Result<Self> {
+    pub fn new_from_linear(old: &dyn LinearLayerLike) -> Result<Self> {
         Ok(Self::new(
             old.weight().detach()?,
             match old.bias() {