| operators: |
| - id: hf_source_bad_seed_math |
| config: |
| type: load_preexisting |
| framework_name: a1_math_lap1official_math |
| - id: decontaminate_negative |
| config: |
| type: cpu_function |
| sharded: false |
| num_cpus: 32 |
| function: data_strategies._A1_Source.utils.decontaminate_fuzzy_w_ngram |
| function_config: |
| column: instruction_seed |
| eval_datasets: |
| - HuggingFaceH4/MATH-500 |
| - Maxwell-Jia/AIME_2024 |
| - AI-MO/aimo-validation-amc |
| - livecodebench/code_generation_lite |
| - mlfoundations-dev/AIME2025_combined |
| - cais/hle |
| - open-r1/codeforces |
| - Idavidrein/gpqa |
| - daman1209arora/jeebench |
| - mlfoundations-dev/mmlu_pro_eval_full |
| - Qwen/CodeElo |
| - open-r1/ioi |
| eval_columns: |
| - problem |
| - Problem |
| - problem |
| - question_content |
| - question |
| - question |
| - description |
| - Question |
| - question |
| - prompt |
| - description |
| - statement |
| eval_splits: |
| - test |
| - train |
| - train |
| - test |
| - train |
| - test |
| - test |
| - train |
| - test |
| - test |
| - test |
| - test |
| eval_subsets: |
| Idavidrein/gpqa: gpqa_diamond |
| similarity_threshold: 75.0 |
| ngram_size: 13 |
| input_ids: |
| - hf_source_bad_seed_math |
| |
| - id: hf_source_numina |
| config: |
| type: hf_source |
| dataset: AI-MO/NuminaMath-CoT |
| split: train |
| - id: select_amc_aime |
| config: |
| type: function |
| function: data_strategies.commons.select_rows |
| function_config: |
| conditions: |
| source: amc_aime |
| input_ids: |
| - hf_source_numina |
| - id: select_olympiads |
| config: |
| type: function |
| function: data_strategies.commons.select_rows |
| function_config: |
| conditions: |
| source: olympiads |
| input_ids: |
| - hf_source_numina |
| - id: rename_task_column_positive |
| config: |
| type: function |
| function: data_strategies.commons.force_rename_columns |
| function_config: |
| column_maps: |
| problem: instruction_seed |
| input_ids: |
| - select_amc_aime |
| - select_olympiads |
| - id: decontaminate_positive |
| config: |
| type: cpu_function |
| sharded: false |
| num_cpus: 32 |
| function: data_strategies._A1_Source.utils.decontaminate_fuzzy_w_ngram |
| function_config: |
| column: instruction_seed |
| eval_datasets: |
| - HuggingFaceH4/MATH-500 |
| - Maxwell-Jia/AIME_2024 |
| - AI-MO/aimo-validation-amc |
| - livecodebench/code_generation_lite |
| - mlfoundations-dev/AIME2025_combined |
| - cais/hle |
| - open-r1/codeforces |
| - Idavidrein/gpqa |
| - daman1209arora/jeebench |
| - mlfoundations-dev/mmlu_pro_eval_full |
| - Qwen/CodeElo |
| - open-r1/ioi |
| eval_columns: |
| - problem |
| - Problem |
| - problem |
| - question_content |
| - question |
| - question |
| - description |
| - Question |
| - question |
| - prompt |
| - description |
| - statement |
| eval_splits: |
| - test |
| - train |
| - train |
| - test |
| - train |
| - test |
| - test |
| - train |
| - test |
| - test |
| - test |
| - test |
| eval_subsets: |
| Idavidrein/gpqa: gpqa_diamond |
| similarity_threshold: 75.0 |
| ngram_size: 13 |
| input_ids: |
| - rename_task_column_positive |
|
|
| - id: train_fasttext_classifier |
| config: |
| type: train_fasttext |
| text_column: instruction_seed |
| positive_input_ids: |
| - decontaminate_positive |
| negative_input_ids: |
| - decontaminate_negative |
| dim: 256 |
| epoch: 3 |
| lr: 0.1 |
| word_ngrams: 2 |
| min_count: 3 |
| hf_repo_id: mlfoundations-dev/instruction_filtering_fast_text_classifier_b2_math_pos_numina_neg_lap1official_math |
| input_ids: |
| - decontaminate_positive |
| - decontaminate_negative |
