diff --git a/.github/workflows/crates.yml b/.github/workflows/crates.yml
index b7c226d..fdef5c1 100644
--- a/.github/workflows/crates.yml
+++ b/.github/workflows/crates.yml
@@ -42,7 +42,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        features: [ kan, gnn, linear ]
+        features: [ kan, gnn, linear, transformer ]
     steps:
       - uses: actions/checkout@v4
       - name: Publish (${{ github.event.repository.name }}-${{ matrix.features }})
diff --git a/concision/Cargo.toml b/concision/Cargo.toml
index 1cd286a..7999c06 100644
--- a/concision/Cargo.toml
+++ b/concision/Cargo.toml
@@ -61,7 +61,7 @@ linear = [
 ]
 
 transformer = [
-    "dep:concision-transformers",
+    "dep:concision-transformer",
 ]
 
 
@@ -72,7 +72,7 @@ alloc = [
     "concision-gnn?/alloc",
     "concision-kan?/alloc",
     "concision-linear?/alloc",
-    "concision-transformers?/alloc",
+    "concision-transformer?/alloc",
 ]
 
 approx = [
@@ -81,7 +81,7 @@ approx = [
     "concision-gnn?/approx",
     "concision-kan?/approx",
     "concision-linear?/approx",
-    "concision-transformers?/approx",
+    "concision-transformer?/approx",
 ]
 
 rand = [
@@ -90,7 +90,7 @@ rand = [
     "concision-gnn?/rand",
     "concision-kan?/rand",
     "concision-linear?/rand",
-    "concision-transformers?/rand",
+    "concision-transformer?/rand",
 ]
 
 serde = [
@@ -99,7 +99,7 @@ serde = [
     "concision-gnn?/serde",
     "concision-kan?/serde",
     "concision-linear?/serde",
-    "concision-transformers?/serde",
+    "concision-transformer?/serde",
 ]
 
 tracing = [
@@ -108,7 +108,7 @@ tracing = [
     "concision-gnn?/tracing",
     "concision-kan?/tracing",
     "concision-linear?/tracing",
-    "concision-transformers?/tracing",
+    "concision-transformer?/tracing",
 ]
 
 # ********* [FF] Environment(s) *********
@@ -119,7 +119,7 @@ std = [
     "concision-gnn?/std",
     "concision-kan?/std",
     "concision-linear?/std",
-    "concision-transformers?/std",
+    "concision-transformer?/std",
 ]
 
 wasm = [
@@ -128,7 +128,7 @@ wasm = [
     "concision-gnn?/wasm",
     "concision-kan?/wasm",
     "concision-linear?/wasm",
-    "concision-transformers?/wasm",
+    "concision-transformer?/wasm",
 ]
 
 wasi = [    
@@ -137,7 +137,7 @@ wasi = [
     "concision-gnn?/wasi",
     "concision-kan?/wasi",
     "concision-linear?/wasi",
-    "concision-transformers?/wasi",
+    "concision-transformer?/wasi",
 ]
 
 # ********* [FF] Blas *********
@@ -147,7 +147,7 @@ blas = [
     "concision-gnn?/blas",
     "concision-kan?/blas",
     "concision-linear?/blas",
-    "concision-transformers?/blas",
+    "concision-transformer?/blas",
 ]
 
 intel-mkl-system = [
@@ -226,7 +226,7 @@ optional = true
 path = "../models/linear"
 version = "0.1.14"
 
-[dependencies.concision-transformers]
+[dependencies.concision-transformer]
 optional = true
 path = "../models/transformers"
 version = "0.1.14"
diff --git a/concision/src/lib.rs b/concision/src/lib.rs
index ae86824..14be53a 100644
--- a/concision/src/lib.rs
+++ b/concision/src/lib.rs
@@ -29,7 +29,7 @@ pub use concision_linear as linear;
 pub use concision_macros::*;
 #[cfg(feature = "transformer")]
 #[doc(inline)]
-pub use concision_transformers as transformer;
+pub use concision_transformer as transformer;
 
 pub mod prelude {
     pub use concision_core::prelude::*;
@@ -46,5 +46,5 @@ pub mod prelude {
     #[cfg(feature = "macros")]
     pub use concision_macros::*;
     #[cfg(feature = "transformer")]
-    pub use concision_transformers::prelude::*;
+    pub use concision_transformer::prelude::*;
 }
diff --git a/models/transformers/Cargo.toml b/models/transformers/Cargo.toml
index 7dc3695..80610ae 100644
--- a/models/transformers/Cargo.toml
+++ b/models/transformers/Cargo.toml
@@ -7,7 +7,7 @@ edition.workspace = true
 homepage.workspace = true
 keywords.workspace = true
 license.workspace = true
-name = "concision-transformers"
+name = "concision-transformer"
 readme.workspace = true
 repository.workspace = true
 version.workspace = true
diff --git a/models/transformers/tests/attention.rs b/models/transformers/tests/attention.rs
index 6bc023a..5c81fb2 100644
--- a/models/transformers/tests/attention.rs
+++ b/models/transformers/tests/attention.rs
@@ -3,10 +3,10 @@
     Contrib: FL03 <jo3mccain@icloud.com>
 */
 extern crate concision_core as concision;
-extern crate concision_transformers as transformers;
+extern crate concision_transformer as transformer;
 
 use approx::AbsDiffEq;
-use transformers::AttentionHead;
+use transformer::AttentionHead;
 
 use ndarray::prelude::*;
 
diff --git a/models/transformers/tests/ops.rs b/models/transformers/tests/ops.rs
index 687b50d..f8407de 100644
--- a/models/transformers/tests/ops.rs
+++ b/models/transformers/tests/ops.rs
@@ -3,12 +3,12 @@
     Contrib: FL03 <jo3mccain@icloud.com>
 */
 extern crate concision_core as concision;
-extern crate concision_transformers as transformers;
+extern crate concision_transformer as transformer;
 extern crate ndarray as nd;
 
 use concision::linarr;
 use nd::prelude::*;
-use transformers::ops::*;
+use transformer::ops::*;
 
 pub const HEADS: usize = 2;
 pub const ORDER: nd::Order = nd::Order::RowMajor;
diff --git a/models/transformers/tests/params.rs b/models/transformers/tests/params.rs
index 18656be..f597531 100644
--- a/models/transformers/tests/params.rs
+++ b/models/transformers/tests/params.rs
@@ -3,10 +3,10 @@
     Contrib: FL03 <jo3mccain@icloud.com>
 */
 extern crate concision_core as concision;
-extern crate concision_transformers as transformers;
+extern crate concision_transformer as transformer;
 
 use concision::{linarr, Matmul};
-use transformers::Qkv;
+use transformer::Qkv;
 
 use ndarray::prelude::*;