update formatting

Author: gwang111

src/sagemaker/serve/validations/optimization.py

@@ -66,7 +66,7 @@ def validate_against(self, optimization_combination, rule_set: _OptimizationCont
             is_compiled = optimization_combination.compilation.copy().pop()
             is_quantized = optimization_combination.quantization_technique.copy().pop()
             if is_quantized and not is_compiled:
-                raise ValueError(f"Quantization must be provided with Compilation")
+                raise ValueError("Quantization must be provided with Compilation")
 
 
 TRUTHY_SET = {None, True}

tests/unit/sagemaker/serve/builder/test_model_builder.py

@@ -2933,7 +2933,7 @@ def test_trt_configurations_rule_set(self):
         _validate_optimization_configuration(
             instance_type="ml.g5.24xlarge",
             quantization_config={
-                "OverrideEnvironment": {"OPTION_QUANTIZE": "awq"},
+                "OverrideEnvironment": {"OPTION_QUANTIZE": "smoothquant"},
             },
             sharding_config=None,
             speculative_decoding_config=None,
@@ -2959,7 +2959,7 @@ def test_vllm_configurations_rule_set(self):
             compilation_config=None,
         )
 
-        # Cab be quantized
+        # Can be quantized
         _validate_optimization_configuration(
             instance_type="ml.g5.24xlarge",
             quantization_config={