diff --git a/tests/acceleration/test_acceleration_framework.py b/tests/acceleration/test_acceleration_framework.py
index 0582782cb..b925f216a 100644
--- a/tests/acceleration/test_acceleration_framework.py
+++ b/tests/acceleration/test_acceleration_framework.py
@@ -434,7 +434,7 @@ def test_framework_intialized_properly_foak():
         fusedops_kernels_config = FusedOpsAndKernelsConfig(
             fused_lora=FusedLoraConfig(base_layer="auto_gptq", fused_lora=True),
             fast_kernels=FastKernelsConfig(
-                fast_loss=True, fast_rsm_layernorm=True, fast_rope_embeddings=True
+                fast_loss=True, fast_rms_layernorm=True, fast_rope_embeddings=True
             ),
         )
 
diff --git a/tuning/config/acceleration_configs/acceleration_framework_config.py b/tuning/config/acceleration_configs/acceleration_framework_config.py
index 75f521097..5eb7d3df2 100644
--- a/tuning/config/acceleration_configs/acceleration_framework_config.py
+++ b/tuning/config/acceleration_configs/acceleration_framework_config.py
@@ -129,12 +129,10 @@ def _verify_configured_dataclasses(self):
 
         # Check that fused lora must be activated with either auto_gptq or bitsandbytes
         if self.fused_lora is not None:
-            assert (
-                self.bitsandbytes is not None or self.auto_gptq is not None
-            ), "`--fused_lora` must be accompanied by a quantized base layer"\
+            assert self.bitsandbytes is not None or self.auto_gptq is not None, (
+                "`--fused_lora` must be accompanied by a quantized base layer"
                 " `--auto_gptq` or `--bitsandbytes`."
-
-
+            )
 
     @staticmethod
     def from_dataclasses(*dataclasses: Type):
diff --git a/tuning/config/acceleration_configs/fused_ops_and_kernels.py b/tuning/config/acceleration_configs/fused_ops_and_kernels.py
index 4777394c8..a8a66a9a4 100644
--- a/tuning/config/acceleration_configs/fused_ops_and_kernels.py
+++ b/tuning/config/acceleration_configs/fused_ops_and_kernels.py
@@ -70,6 +70,7 @@ class FusedOpsAndKernelsConfig:
     # fast kernels
     fast_kernels: FastKernelsConfig = None
 
+    def __post_init__(self):
 
         # ensure nested dataclasses initialized
         ensure_nested_dataclasses_initialized(self)