| 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 |