| operators: | |
| - id: load_stackexchange_codegolf | |
| config: | |
| type: hf_source | |
| dataset: mlfoundations-dev/stackexchange_codegolf | |
| split: train | |
| - id: rename_task_column_gsm | |
| config: | |
| type: function | |
| function: data_strategies.commons.force_rename_columns | |
| function_config: | |
| column_maps: | |
| instruction: problem | |
| input_ids: | |
| - load_stackexchange_codegolf | |
| - id: sample_dataset | |
| config: | |
| type: function | |
| function: data_strategies.commons.uniform_sample_limited | |
| function_config: | |
| num_samples: 4000 # 1.25% of 10000 target from stage 1 | |
| input_ids: | |
| - rename_task_column_gsm | |
| - id: label_code | |
| config: | |
| type: function | |
| function: data_strategies.commons.add_constant_columns | |
| function_config: | |
| source: codegolf | |
| input_ids: | |
| - sample_dataset | |
| - id: decontaminate | |
| config: | |
| type: cpu_function | |
| num_cpus: 80 | |
| function: data_strategies.DeepSeekR1.utils.decontaminate_table | |
| function_config: | |
| column: problem | |
| eval_datasets: | |
| - HuggingFaceH4/MATH-500 | |
| - Maxwell-Jia/AIME_2024 | |
| - AI-MO/aimo-validation-amc | |
| - livecodebench/code_generation_lite | |
| eval_columns: | |
| - problem | |
| - Problem | |
| - problem | |
| - question_content | |
| eval_splits: | |
| - test | |
| - train | |
| - train | |
| - test | |
| similarity_threshold: 95.0 | |
| input_ids: | |
| - label_code | |
| - id: fuzzy_dedup | |
| config: | |
| type: cpu_function | |
| num_cpus: 80 | |
| function: data_strategies.DeepSeekR1.utils.fuzzy_dedup | |
| function_config: | |
| column: problem | |
| similarity_threshold: 95.0 | |
| input_ids: | |
| - decontaminate |