Upload configuration file

config/a1_math_metamath_aime.yaml

@@ -42,6 +42,7 @@ operators:
         detailed_answer_column: detailed_answer
         output_numerical_answer_column: answer
       model: gpt-4o-mini
+      n_repeat: 2
     input_ids:
       - rename_column_math
 
@@ -61,114 +62,114 @@ operators:
     input_ids:
       - extract_math_answer
 
-  - id: add_column_math
-    config:
-      type: function
-      function: data_strategies.commons.add_constant_columns
-      function_config:
-        dataset: math
-    input_ids:
-      - generate_math_problems
+  # - id: add_column_math
+  #   config:
+  #     type: function
+  #     function: data_strategies.commons.add_constant_columns
+  #     function_config:
+  #       dataset: math
+  #   input_ids:
+  #     - generate_math_problems
 
-  - id: generate_backward_questions
-    config:
-      type: completions
-      require_all_responses: False
-      map: metamath_inverse_question
-      map_config:
-        question_column: question
-        output_inverse_question_column: inverse_question
-        output_inverse_answer_column: inverse_answer
-      model: gpt-4o-mini
-    input_ids:
-      - add_column_math
+  # - id: generate_backward_questions
+  #   config:
+  #     type: completions
+  #     require_all_responses: False
+  #     map: metamath_inverse_question
+  #     map_config:
+  #       question_column: question
+  #       output_inverse_question_column: inverse_question
+  #       output_inverse_answer_column: inverse_answer
+  #     model: gpt-4o-mini
+  #   input_ids:
+  #     - add_column_math
 
-  - id: self_verify
-    config:
-      type: completions
-      require_all_responses: False
-      map: metamath_self_verification
-      map_config:
-        question_column: inverse_question
-        answer_column: answer
-      model: gpt-4o-mini
-    input_ids:
-      - generate_backward_questions
+  # - id: self_verify
+  #   config:
+  #     type: completions
+  #     require_all_responses: False
+  #     map: metamath_self_verification
+  #     map_config:
+  #       question_column: inverse_question
+  #       answer_column: answer
+  #     model: gpt-4o-mini
+  #   input_ids:
+  #     - generate_backward_questions
 
-  - id: fobar
-    config:
-      type: function
-      function: data_strategies.MetaMath.utils.fobar
-    input_ids:
-      - generate_backward_questions
+  # - id: fobar
+  #   config:
+  #     type: function
+  #     function: data_strategies.MetaMath.utils.fobar
+  #   input_ids:
+  #     - generate_backward_questions
 
-  - id: solve_inverse_questions
-    config:
-      type: completions
-      require_all_responses: False
-      map: metamath_solve_inverse
-      map_config:
-        inverse_question_column: inverse_question
-        inverse_answer_column: inverse_answer
-        output_predicted_answer_column: predicted_answer
-      model: gpt-4o-mini
-    input_ids:
-      - self_verify
-      - fobar
+  # - id: solve_inverse_questions
+  #   config:
+  #     type: completions
+  #     require_all_responses: False
+  #     map: metamath_solve_inverse
+  #     map_config:
+  #       inverse_question_column: inverse_question
+  #       inverse_answer_column: inverse_answer
+  #       output_predicted_answer_column: predicted_answer
+  #     model: gpt-4o-mini
+  #   input_ids:
+  #     - self_verify
+  #     - fobar
   
-  - id: rename_columns_inverse
-    config:
-      type: function
-      function: data_strategies.commons.force_rename_columns
-      function_config:
-        column_maps:
-          inverse_question: instruction
-          predicted_answer: completion
-    input_ids:
-      - solve_inverse_questions
+  # - id: rename_columns_inverse
+  #   config:
+  #     type: function
+  #     function: data_strategies.commons.force_rename_columns
+  #     function_config:
+  #       column_maps:
+  #         inverse_question: instruction
+  #         predicted_answer: completion
+  #   input_ids:
+  #     - solve_inverse_questions
 
-  - id: rephrase_questions
-    config:
-      type: completions
-      require_all_responses: False
-      map: metamath_rephrase_question
-      map_config:
-        question_column: question
-        output_rephrased_question_column: rephrased_question
-      model: gpt-4o-mini
-    input_ids:
-      - add_column_math
+  # - id: rephrase_questions
+  #   config:
+  #     type: completions
+  #     require_all_responses: False
+  #     map: metamath_rephrase_question
+  #     map_config:
+  #       question_column: question
+  #       output_rephrased_question_column: rephrased_question
+  #     model: gpt-4o-mini
+  #   input_ids:
+  #     - add_column_math
 
-  - id: solve_rephrased_questions
-    config:
-      type: completions
-      require_all_responses: False
-      map: metamath_solve_rephrased
-      map_config:
-        rephrased_question_column: rephrased_question
-        answer_column: answer
-        output_predicted_answer_column: predicted_answer
-      model: gpt-4o-mini
-    input_ids:
-      - rephrase_questions
+  # - id: solve_rephrased_questions
+  #   config:
+  #     type: completions
+  #     require_all_responses: False
+  #     map: metamath_solve_rephrased
+  #     map_config:
+  #       rephrased_question_column: rephrased_question
+  #       answer_column: answer
+  #       output_predicted_answer_column: predicted_answer
+  #     model: gpt-4o-mini
+  #   input_ids:
+  #     - rephrase_questions
 
-  - id: rename_columns_rephrased
-    config:
-      type: function
-      function: data_strategies.commons.force_rename_columns
-      function_config:
-        column_maps:
-          rephrased_question: instruction
-          predicted_answer: completion
-    input_ids:
-      - solve_rephrased_questions
+  # - id: rename_columns_rephrased
+  #   config:
+  #     type: function
+  #     function: data_strategies.commons.force_rename_columns
+  #     function_config:
+  #       column_maps:
+  #         rephrased_question: instruction
+  #         predicted_answer: completion
+  #   input_ids:
+  #     - solve_rephrased_questions
 
-  - id: mix_rephrased_and_inverse
-    config:
-      type: mix
-    input_ids:
-      - rename_columns_inverse
-      - rename_columns_rephrased
+  # - id: mix_rephrased_and_inverse
+  #   config:
+  #     type: mix
+  #   input_ids:
+  #     - rename_columns_inverse
+  #     - rename_columns_rephrased
 
   # - id: keep_prompt_and_completion
   #   config: