operators: - id: load_math config: type: hf_source dataset: Asap7772/hendrycks-math-mc-llama-sft-intermediate-parallel split: train trust_remote_code: True - id: sample_dataset config: type: function function: data_strategies.commons.uniform_sample_limited function_config: num_samples: 1_000_000 input_ids: - load_math - id: rename_task_column config: type: function function: data_strategies.commons.force_rename_columns function_config: column_maps: input: instruction_seed input_ids: - sample_dataset - id: add_constant_column config: type: function function: data_strategies.commons.add_constant_columns function_config: response_seed: "" input_ids: - rename_task_column - id: drop_columns config: type: function function: data_strategies.commons.keep_only_columns function_config: columns_to_keep: - instruction_seed - response_seed input_ids: - add_constant_column