diff --git a/turbo_alignment/common/tf/loaders/model/model.py b/turbo_alignment/common/tf/loaders/model/model.py
index ce942a8..94fa96f 100755
--- a/turbo_alignment/common/tf/loaders/model/model.py
+++ b/turbo_alignment/common/tf/loaders/model/model.py
@@ -56,7 +56,7 @@ def load_model(
             cross_entropy=model_settings.liger_kernels_settings.use_cross_entropy,
             swiglu=model_settings.liger_kernels_settings.use_mlp,
             rms_norm=model_settings.liger_kernels_settings.use_rms_norm,
-            fused_linear_cross_entropy=model_settings.liger_kernels_settings.use_fused_liner_cross_entropy,
+            fused_linear_cross_entropy=model_settings.liger_kernels_settings.use_fused_linear_cross_entropy,
         )
 
         apply_liger_kernel_to_gemma2(
@@ -64,7 +64,7 @@ def load_model(
             cross_entropy=model_settings.liger_kernels_settings.use_cross_entropy,
             geglu=model_settings.liger_kernels_settings.use_mlp,
             rms_norm=model_settings.liger_kernels_settings.use_rms_norm,
-            fused_linear_cross_entropy=model_settings.liger_kernels_settings.use_fused_liner_cross_entropy,
+            fused_linear_cross_entropy=model_settings.liger_kernels_settings.use_fused_linear_cross_entropy,
         )
 
         apply_liger_kernel_to_qwen2(
@@ -72,7 +72,7 @@ def load_model(
             cross_entropy=model_settings.liger_kernels_settings.use_cross_entropy,
             swiglu=model_settings.liger_kernels_settings.use_mlp,
             rms_norm=model_settings.liger_kernels_settings.use_rms_norm,
-            fused_linear_cross_entropy=model_settings.liger_kernels_settings.use_fused_liner_cross_entropy,
+            fused_linear_cross_entropy=model_settings.liger_kernels_settings.use_fused_linear_cross_entropy,
         )
 
     model = TransformersAutoModelRegistry.by_name(model_settings.model_type).from_pretrained(
@@ -119,3 +119,4 @@ def load_model(
             model.base_model.model.score.weight.requires_grad = True
 
     return model
+
diff --git a/turbo_alignment/settings/model.py b/turbo_alignment/settings/model.py
index 99c87a6..c57a157 100755
--- a/turbo_alignment/settings/model.py
+++ b/turbo_alignment/settings/model.py
@@ -18,13 +18,13 @@ class ModelType(str, Enum):
 class LigerKernelSettings(ExtraFieldsNotAllowedBaseModel):
     use_rope: bool = True
     use_cross_entropy: bool = False
-    use_fused_liner_cross_entropy: bool = False
+    use_fused_linear_cross_entropy: bool = False
     use_mlp: bool = True
     use_rms_norm: bool = False
 
     @model_validator(mode='after')
     def correct_cross_entopy_kernels(self) -> 'LigerKernelSettings':
-        if self.use_fused_liner_cross_entropy and self.use_cross_entropy:
+        if self.use_fused_linear_cross_entropy and self.use_cross_entropy:
             raise ValueError(
                 'You cannot use both FusedLinearCrossEntropy and CrossEntropy kernels. '
                 'FusedLinearCrossEntropy is preferred if possible.'