| operators: | |
| - id: load_hf_python | |
| config: | |
| type: hf_source | |
| dataset: cognitivecomputations/dolphin-coder | |
| split: train | |
| trust_remote_code: True | |
| - id: drop_columns | |
| config: | |
| type: function | |
| function: data_strategies.commons.remove_columns | |
| function_config: | |
| columns: | |
| - system_prompt | |
| input_ids: | |
| - load_hf_python | |
| - id: rename_task_column | |
| config: | |
| type: function | |
| function: data_strategies.commons.force_rename_columns | |
| function_config: | |
| column_maps: | |
| response: response_seed | |
| question: instruction_seed | |
| input_ids: | |
| - drop_columns | |
| - id: sample_dataset | |
| config: | |
| type: function | |
| function: data_strategies.commons.uniform_sample_limited | |
| function_config: | |
| num_samples: 300_000 # 1.25% of 10000 target from stage 1 | |
| input_ids: | |
| - rename_task_column |