Add evaluation results with Eval Iteration tracking

README.md

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+---
+dataset_info:
+  features:
+  - name: Eval Iteration
+    dtype: int64
+  - name: all_other_columns
+    dtype: string
+  - name: answer
+    dtype: string
+  - name: is_model_response_correct__final_answer
+    list: string
+  - name: is_model_response_correct__reasoning
+    list: string
+  - name: metadata
+    dtype: string
+  - name: model_responses
+    list: string
+  - name: model_responses__eval_is_correct
+    list: bool
+  - name: model_responses__verl
+    list: string
+  - name: model_responses__verl__eval_evaluation_metadata
+    list:
+    - name: answer_block
+      dtype: string
+    - name: error
+      dtype: string
+    - name: evaluation_method
+      dtype: string
+    - name: extraction_result
+      dtype: string
+    - name: final_answer
+      dtype: float64
+    - name: is_correct
+      dtype: bool
+    - name: reason
+      dtype: string
+  - name: model_responses__verl__eval_extracted_answers
+    list: string
+  - name: model_responses__verl__eval_extraction_metadata
+    list:
+    - name: extraction_type
+      dtype: string
+    - name: non_overlapping_spans
+      dtype: int64
+    - name: original_span
+      dtype: string
+    - name: span_end
+      dtype: int64
+    - name: span_start
+      dtype: int64
+    - name: total_spans_found
+      dtype: int64
+  - name: model_responses__verl__eval_is_correct
+    list: bool
+  - name: model_responses__verl__internal_answers__eval_evaluation_metadata
+    list:
+      list:
+      - name: answer_block
+        dtype: string
+      - name: error
+        dtype: string
+      - name: final_answer
+        dtype: float64
+      - name: is_correct
+        dtype: bool
+  - name: model_responses__verl__internal_answers__eval_extracted_answers
+    list:
+      list: string
+  - name: model_responses__verl__internal_answers__eval_extraction_metadata
+    list:
+      list:
+      - name: confidence
+        dtype: float64
+      - name: extraction_type
+        dtype: string
+      - name: original_span
+        dtype: string
+      - name: pattern_used
+        dtype: string
+      - name: position
+        dtype: int64
+      - name: span_end
+        dtype: int64
+      - name: span_start
+        dtype: int64
+      - name: span_text
+        dtype: string
+  - name: model_responses__verl__internal_answers__eval_is_correct
+    list:
+      list: bool
+  - name: model_responses__verl__metrics
+    struct:
+    - name: flips_by
+      list: int64
+    - name: flips_total
+      dtype: int64
+    - name: num_correct
+      dtype: int64
+    - name: pass_at_n
+      dtype: 'null'
+    - name: percent_correct
+      dtype: 'null'
+    - name: skill_count
+      struct:
+      - name: answer_revision
+        list: int64
+      - name: best_of_n
+        list: int64
+      - name: reflect_close
+        list: int64
+      - name: reflect_open
+        list: int64
+      - name: reflection_sbon
+        list: int64
+      - name: sample_close
+        list: int64
+      - name: sample_open
+        list: int64
+      - name: vote_close
+        list: int64
+      - name: vote_open
+        list: int64
+      - name: voting
+        list: int64
+    - name: total_responses
+      dtype: int64
+  - name: prompt
+    list:
+    - name: content
+      dtype: string
+    - name: role
+      dtype: string
+  - name: question
+    dtype: string
+  - name: task_config
+    dtype: string
+  - name: task_source
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 4131104676
+    num_examples: 45056
+  download_size: 1003160580
+  dataset_size: 4131104676
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+---

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