Adding Evaluation Results

README.md

@@ -1,6 +1,6 @@
 ---
-library_name: transformers
 license: apache-2.0
+library_name: transformers
 tags:
 - security
 - cybersecwithai
@@ -14,6 +14,109 @@ tags:
 - cyber
 - cybersec
 - cybersecurity
+model-index:
+- name: ZySec-7B-v1
+  results:
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: AI2 Reasoning Challenge (25-Shot)
+      type: ai2_arc
+      config: ARC-Challenge
+      split: test
+      args:
+        num_few_shot: 25
+    metrics:
+    - type: acc_norm
+      value: 63.48
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=aihub-app/ZySec-7B-v1
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: HellaSwag (10-Shot)
+      type: hellaswag
+      split: validation
+      args:
+        num_few_shot: 10
+    metrics:
+    - type: acc_norm
+      value: 85.01
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=aihub-app/ZySec-7B-v1
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: MMLU (5-Shot)
+      type: cais/mmlu
+      config: all
+      split: test
+      args:
+        num_few_shot: 5
+    metrics:
+    - type: acc
+      value: 60.14
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=aihub-app/ZySec-7B-v1
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: TruthfulQA (0-shot)
+      type: truthful_qa
+      config: multiple_choice
+      split: validation
+      args:
+        num_few_shot: 0
+    metrics:
+    - type: mc2
+      value: 56.49
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=aihub-app/ZySec-7B-v1
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: Winogrande (5-shot)
+      type: winogrande
+      config: winogrande_xl
+      split: validation
+      args:
+        num_few_shot: 5
+    metrics:
+    - type: acc
+      value: 78.14
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=aihub-app/ZySec-7B-v1
+      name: Open LLM Leaderboard
+  - task:
+      type: text-generation
+      name: Text Generation
+    dataset:
+      name: GSM8k (5-shot)
+      type: gsm8k
+      config: main
+      split: test
+      args:
+        num_few_shot: 5
+    metrics:
+    - type: acc
+      value: 23.2
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=aihub-app/ZySec-7B-v1
+      name: Open LLM Leaderboard
 ---
 
 
@@ -63,4 +166,17 @@ ZySec AI an opensource project, with a vision towards fusioning of Cybersecurity
 
 https://github.com/ZySec-AI/ZySec
 
-### The training is funded by [AttackIO](https://www.attackio.app), the mobile app for Cyber Security professionals.
+### The training is funded by [AttackIO](https://www.attackio.app), the mobile app for Cyber Security professionals.
+# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
+Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_aihub-app__ZySec-7B-v1)
+
+|             Metric              |Value|
+|---------------------------------|----:|
+|Avg.                             |61.08|
+|AI2 Reasoning Challenge (25-Shot)|63.48|
+|HellaSwag (10-Shot)              |85.01|
+|MMLU (5-Shot)                    |60.14|
+|TruthfulQA (0-shot)              |56.49|
+|Winogrande (5-shot)              |78.14|
+|GSM8k (5-shot)                   |23.20|
+