diff --git a/benchmarks/cybermetric/.gitkeep b/benchmarks/cybermetric/.gitkeep
deleted file mode 100644
index e69de29b..00000000
diff --git a/benchmarks/cybermetric/CyberMetric-10-v1.json b/benchmarks/cybermetric/CyberMetric-10-v1.json
deleted file mode 100644
index e15e3065..00000000
--- a/benchmarks/cybermetric/CyberMetric-10-v1.json
+++ /dev/null
@@ -1,104 +0,0 @@
-{
-    "questions": [
-        {
-            "question": "Which of the following is a desirable property of a biometric system?",
-            "answers": {
-                "A": "Permanent",
-                "B": "Transferability",
-                "C": "Uniformity",
-                "D": "Forgiveness"
-            },
-            "solution": "A"
-        },
-        {
-            "question": "In TCP/IP networking, which protocol is used to hold network addresses and routing information in a packet?",
-            "answers": {
-                "A": "HTTP",
-                "B": "IP",
-                "C": "Routing Information Protocol (RIP)",
-                "D": "TCP"
-            },
-            "solution": "B"
-        },
-        {
-            "question": "In the context of unexpected negative outcomes in personal privacy policies, what responsibility lies with both the provider and the consumer regarding the retention time of private information?",
-            "answers": {
-                "A": "Both the provider and the consumer are responsible for setting the appropriate retention time",
-                "B": "Neither the provider nor the consumer has a responsibility for setting the appropriate retention time",
-                "C": "Only the consumer is responsible for setting an appropriate retention time",
-                "D": "Only the provider is responsible for ensuring the appropriate retention time"
-            },
-            "solution": "A"
-        },
-        {
-            "question": "What type of attack involves an attacker behaving as a store-and-forward or proxy mechanism between two communicating systems?",
-            "answers": {
-                "A": "Buffer overflow attack",
-                "B": "Man-in-the-Middle attack",
-                "C": "DDoS attack",
-                "D": "Sniffer attack"
-            },
-            "solution": "B"
-        },
-        {
-            "question": "What is the fundamental purpose of logging and monitoring in an organization's security measures?",
-            "answers": {
-                "A": "To store backups of critical data",
-                "B": "To track, record, and review activity to detect and respond to security incidents",
-                "C": "To manage and enforce user access controls",
-                "D": "To create a record of all employee activities"
-            },
-            "solution": "B"
-        },
-        {
-            "question": "What is the benefit of structured walk-throughs in disaster recovery testing?",
-            "answers": {
-                "A": "Observe live actions in a controlled environment",
-                "B": "Conduct a full shut-down and restoration at the primary site",
-                "C": "Test operational response to disaster scenarios",
-                "D": "Interrupt real operations at the primary site"
-            },
-            "solution": "C"
-        },
-        {
-            "question": "Which security process metric would most assist in determining an appropriate backup frequency for a database server?",
-            "answers": {
-                "A": "RTO",
-                "B": "MTBF",
-                "C": "RPO",
-                "D": "MTD"
-            },
-            "solution": "C"
-        },
-        {
-            "question": "What constitutional amendment outlines the burden placed on investigators to have a valid search warrant before conducting certain searches?",
-            "answers": {
-                "A": "Third Amendment",
-                "B": "First Amendment",
-                "C": "Second Amendment",
-                "D": "Fourth Amendment"
-            },
-            "solution": "D"
-        },
-        {
-            "question": "Which tool is frequently used to directly access websites without a browser and is often utilized for testing and identifying potential API vulnerabilities?",
-            "answers": {
-                "A": "SSH",
-                "B": "cURL",
-                "C": "FTP",
-                "D": "Telnet"
-            },
-            "solution": "B"
-        },        
-        {
-            "question": "What is the distinguishing characteristic of symmetric-key cryptography?",
-            "answers": {
-                "A": "It tends to be CPU intensive",
-                "B": "It uses the same key for encryption and decryption",
-                "C": "It provides integrity protection to data",
-                "D": "It uses different but related keys for encryption and decryption"
-            },
-            "solution": "B"
-        }
-    ]
-}
\ No newline at end of file
diff --git a/benchmarks/cybermetric/CyberMetric_evaluator_ollama.py b/benchmarks/cybermetric/CyberMetric_evaluator_ollama.py
index 260abf69..787cf048 100644
--- a/benchmarks/cybermetric/CyberMetric_evaluator_ollama.py
+++ b/benchmarks/cybermetric/CyberMetric_evaluator_ollama.py
@@ -99,5 +99,5 @@ if __name__ == "__main__":
     # Use the exact model name as it appears in Ollama
     # For Ollama models, you should use "ollama/model_name"
     # The "ollama/" prefix tells litellm to use Ollama
-    evaluator = CyberMetricEvaluator(model_name="ollama/qwen2.5:14b", file_path=file_path)
+    evaluator = CyberMetricEvaluator(model_name="ollama/qwen3:32b-q8_0-ctx-32768", file_path=file_path)
     evaluator.run_evaluation()