| operators: | |
| - id: load_code_contests | |
| config: | |
| type: "hf_source" | |
| dataset: "mlfoundations-dev/code_stratos_scale_pre_decontamination" | |
| split: train | |
| - 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: | |
| - load_code_contests | |
| - 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 |