Adding Evaluation Results

README.md

@@ -1,11 +1,114 @@
 ---
+language:
+- en
 license: llama2
 datasets:
 - meta-math/MetaMathQA
 - gsm8k
-language:
-- en
 pipeline_tag: text-generation
+model-index:
+- name: Metamath-reproduce-7b
+  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: 47.18
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=feidfoe/Metamath-reproduce-7b
+      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: 73.65
+      name: normalized accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=feidfoe/Metamath-reproduce-7b
+      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: 42.94
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=feidfoe/Metamath-reproduce-7b
+      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: 41.58
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=feidfoe/Metamath-reproduce-7b
+      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: 71.35
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=feidfoe/Metamath-reproduce-7b
+      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: 58.15
+      name: accuracy
+    source:
+      url: https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=feidfoe/Metamath-reproduce-7b
+      name: Open LLM Leaderboard
 ---
 This model is a reproduction of [Meta-Math](https://huggingface.co/meta-math/MetaMath-7B-V1.0). 
 We follow the training instructions described in the original repo as much as possible with minimal modifications.
@@ -21,3 +124,17 @@ Problem: {query_problem}\nSolution: {gt_solution}
 
 The {gt_solution} is provided in the training stage, whereas it is empty string in the evaluation stage.
 
+
+# [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_feidfoe__Metamath-reproduce-7b)
+
+|             Metric              |Value|
+|---------------------------------|----:|
+|Avg.                             |55.81|
+|AI2 Reasoning Challenge (25-Shot)|47.18|
+|HellaSwag (10-Shot)              |73.65|
+|MMLU (5-Shot)                    |42.94|
+|TruthfulQA (0-shot)              |41.58|
+|Winogrande (5-shot)              |71.35|
+|GSM8k (5-shot)                   |58.15|
+