diff --git a/src/metahyper/api.py b/src/metahyper/api.py
index c02717a5..98591280 100644
--- a/src/metahyper/api.py
+++ b/src/metahyper/api.py
@@ -367,15 +367,6 @@ def run(
     if not Path(sampler_info_file).exists():
         # Write the sampler_info to a YAML file
         serializer.dump(sampler_info, sampler_info_file, sort_keys=False)
-    else:
-        # Load the sampler_info from a YAML file
-        sampler_info_from_file = serializer.load(sampler_info_file)
-        # Check if the sampler_info is valid
-        if sampler_info != sampler_info_from_file:
-            raise ValueError(
-                f"The sampler_info in the file {sampler_info_file} is not valid. "
-                f"Expected: {sampler_info}, Found: {sampler_info_from_file}"
-            )
 
     evaluations_in_this_run = 0
     while True:
diff --git a/src/neps/api.py b/src/neps/api.py
index 2b8de866..e280433c 100644
--- a/src/neps/api.py
+++ b/src/neps/api.py
@@ -264,7 +264,7 @@ def run(
         "searcher_name": searcher,
         "searcher_alg": searcher_alg,
         "user_defined_searcher": user_defined_searcher,
-        "args_accepted_changes": None,
+        "searcher_args_user_modified": False,
     }
 
     # Updating searcher arguments from searcher_kwargs
@@ -281,7 +281,7 @@ def run(
                     f"The searcher argument '{key}' has the same"
                     f" value '{value}' as default."
                 )
-            searcher_info["args_accepted_changes"] = True
+            searcher_info["searcher_args_user_modified"] = True
         else:
             # No searcher argument updates when NePS decides the searcher.
             logger.info(35 * "=" + "WARNING" + 35 * "=")
@@ -290,7 +290,7 @@ def run(
                 f"The searcher argument '{key}' will not change to '{value}'"
                 f" because NePS chose the searcher"
             )
-            searcher_info["args_accepted_changes"] = False
+            searcher_info["searcher_args_user_modified"] = False
 
     searcher_config.update(
         {
diff --git a/tests/test_neps_api/test_yaml_api.py b/tests/test_neps_api/test_yaml_api.py
index 1f35a528..a54a274d 100644
--- a/tests/test_neps_api/test_yaml_api.py
+++ b/tests/test_neps_api/test_yaml_api.py
@@ -33,31 +33,31 @@ def no_logs_gte_error(caplog):
         "searcher_name": "priorband_bo",
         "searcher_alg": "priorband",
         "user_defined_searcher": True,
-        "args_accepted_changes": True,
+        "searcher_args_user_modified": True,
     },
     "priorband_neps_decided": {
         "searcher_name": "priorband",
         "searcher_alg": "priorband",
         "user_defined_searcher": False,
-        "args_accepted_changes": False,
+        "searcher_args_user_modified": False,
     },
     "bo_neps_decided": {
         "searcher_name": "bayesian_optimization",
         "searcher_alg": "bayesian_optimization",
         "user_defined_searcher": False,
-        "args_accepted_changes": None,
+        "searcher_args_user_modified": False,
     },
     "pibo_neps_decided": {
         "searcher_name": "pibo",
         "searcher_alg": "bayesian_optimization",
         "user_defined_searcher": False,
-        "args_accepted_changes": False,
+        "searcher_args_user_modified": False,
     },
     "hyperband_neps_decided": {
         "searcher_name": "hyperband",
         "searcher_alg": "hyperband",
         "user_defined_searcher": False,
-        "args_accepted_changes": False,
+        "searcher_args_user_modified": False,
     },
 }