operators:
- id: load_8K_samples
  config:
    type: load_preexisting
    framework_name: seed_code_multiple_samples_all_scale_up_8K
- id: drop_columns
  config:
    type: function
    function: data_strategies.commons.keep_only_columns
    function_config:
      columns_to_keep:    
        - problem
        - r1_distill_70b_response
  input_ids:
    - load_8K_samples 
- id: merge_together
  config:
    type: function
    function: data_strategies.TestTime.generator.merge_duplicate_rows
    function_config:
      diff_columns: 
        - r1_distill_70b_response
  input_ids:
    - drop_columns
- id: multiple_samples
  config:
    type: function
    function: data_strategies.OptiLLMAblations.utils.self_consistency_multiple_samples
    function_config:
      response_column: r1_distill_70b_response
      verified_response_column: verified_r1_distill_70b_response
  input_ids:
    - merge_together
- id: convert_to_sharegpt
  config:
    type: function
    function: data_strategies.commons.convert_instruction_response_to_sharegpt
    function_config:
      input_instruction_column: problem
      input_response_column: verified_r1_distill_70b_response
      output_sharegpt_column: conversations
  input_ids:
    - multiple_samples