| operators: |
| - id: load_preexisting |
| config: |
| type: load_preexisting |
| framework_name: base_math_ablate_duplications |
| - id: subsample_dataset |
| config: |
| type: function |
| function: data_strategies.MultipleSamples.ablating_number_duplications.utils.subsample_row |
| function_config: |
| num_samples: 6 |
| column_name: final_reasoning_trace |
| input_ids: |
| - load_preexisting |
| - id: majority_gpt_verification |
| config: |
| type: completions |
| map: math_same |
| map_config: |
| response_column: final_reasoning_trace |
| math_column: final_reasoning_trace |
| question_column: problem |
| output_column: correct_majority_indices |
| ending_characters: 1000 |
| num_responses: 6 |
| require_all_responses: False |
| model: gpt-4o-mini |
| temperature: 1.0 |
| input_ids: |
| - subsample_dataset |
| - id: majority_gpt_verification_extraction |
| config: |
| type: function |
| function: data_strategies.MultipleSamples.utils.code_same_verification |
| function_config: |
| verification_column: correct_majority_indices |
| code_answers_column: final_reasoning_trace |
| output_column: verified_final_reasoning_trace |
| input_ids: |
| - majority_gpt_verification |
| - 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_final_reasoning_trace |
| output_sharegpt_column: conversations |
| input_ids: |
| - majority_gpt_verification_extraction |
|
|
| |
