| operators: |
| - id: seed_math_automath_1000000 |
| config: |
| type: load_preexisting |
| framework_name: seed_math_automath_1000000 |
| - id: drop_columns_automath_1000000 |
| config: |
| type: function |
| function: data_strategies.commons.keep_only_columns |
| function_config: |
| columns_to_keep: |
| - instruction_seed |
| input_ids: |
| - seed_math_automath_1000000 |
| - id: add_source_automath |
| config: |
| type: function |
| function: data_strategies.commons.add_constant_columns |
| function_config: |
| source: "automath" |
| input_ids: |
| - drop_columns_automath_1000000 |
| - id: filter_out_proofs_automath_1000000 |
| config: |
| type: function |
| function: data_strategies.MultipleSamples.utils.filter_out_proofs |
| function_config: |
| problem_column: instruction_seed |
| input_ids: |
| - add_source_automath |
| - id: sample_dataset_automath |
| config: |
| type: function |
| function: data_strategies.commons.uniform_sample_fixed |
| function_config: |
| num_samples: 4_000 |
| input_ids: |
| - filter_out_proofs_automath_1000000 |
|
|
| - id: seed_math_nvidia_math_exploit |
| config: |
| type: load_preexisting |
| framework_name: seed_math_nvidia_math_exploit |
| - id: drop_columns_nvidia_math_exploit |
| config: |
| type: function |
| function: data_strategies.commons.keep_only_columns |
| function_config: |
| columns_to_keep: |
| - instruction_seed |
| input_ids: |
| - seed_math_nvidia_math_exploit |
| - id: add_source_nvidia_math |
| config: |
| type: function |
| function: data_strategies.commons.add_constant_columns |
| function_config: |
| source: "nvidia_math" |
| input_ids: |
| - drop_columns_nvidia_math_exploit |
| - id: filter_out_proofs_nvidia_math |
| config: |
| type: function |
| function: data_strategies.MultipleSamples.utils.filter_out_proofs |
| function_config: |
| problem_column: instruction_seed |
| input_ids: |
| - add_source_nvidia_math |
| - id: sample_dataset_nvidia_math |
| config: |
| type: function |
| function: data_strategies.commons.uniform_sample_fixed |
| function_config: |
| num_samples: 4_000 |
| input_ids: |
| - filter_out_proofs_nvidia_math |
|
|
|
|
| - id: seed_math_tiger_lab_math_exploit |
| config: |
| type: load_preexisting |
| framework_name: seed_math_tiger_lab_math_exploit |
| - id: drop_columns_tiger_lab_math_exploit |
| config: |
| type: function |
| function: data_strategies.commons.keep_only_columns |
| function_config: |
| columns_to_keep: |
| - instruction_seed |
| input_ids: |
| - seed_math_tiger_lab_math_exploit |
| - id: add_source_tiger_lab_math |
| config: |
| type: function |
| function: data_strategies.commons.add_constant_columns |
| function_config: |
| source: "tiger_lab_math" |
| input_ids: |
| - drop_columns_tiger_lab_math_exploit |
| - id: filter_out_proofs_tiger_lab_math |
| config: |
| type: function |
| function: data_strategies.MultipleSamples.utils.filter_out_proofs |
| function_config: |
| problem_column: instruction_seed |
| input_ids: |
| - add_source_tiger_lab_math |
| - id: sample_dataset_tiger_lab_math |
| config: |
| type: function |
| function: data_strategies.commons.uniform_sample_fixed |
| function_config: |
| num_samples: 4_000 |
| input_ids: |
| - filter_out_proofs_tiger_lab_math |
|
|
| - id: seed_math_tiger_math_exploit |
| config: |
| type: load_preexisting |
| framework_name: seed_math_tiger_math_exploit |
| - id: drop_columns_tiger_math_exploit |
| config: |
| type: function |
| function: data_strategies.commons.keep_only_columns |
| function_config: |
| columns_to_keep: |
| - instruction_seed |
| input_ids: |
| - seed_math_tiger_math_exploit |
| - id: add_source_tiger_math |
| config: |
| type: function |
| function: data_strategies.commons.add_constant_columns |
| function_config: |
| source: "tiger_math" |
| input_ids: |
| - drop_columns_tiger_math_exploit |
| - id: filter_out_proofs_tiger_math |
| config: |
| type: function |
| function: data_strategies.MultipleSamples.utils.filter_out_proofs |
| function_config: |
| problem_column: instruction_seed |
| input_ids: |
| - add_source_tiger_math |
| - id: sample_dataset_tiger_math |
| config: |
| type: function |
| function: data_strategies.commons.uniform_sample_fixed |
| function_config: |
| num_samples: 4_000 |
| input_ids: |
| - filter_out_proofs_tiger_math |
| - id: sample_dataset_all |
| config: |
| type: function |
| function: data_strategies.commons.uniform_sample_fixed |
| function_config: |
| num_samples: 16_000 |
| input_ids: |
| - sample_dataset_tiger_math |
| - sample_dataset_automath |
| - sample_dataset_nvidia_math |
| - sample_dataset_tiger_lab_math |
|
|
| - id: rename_instruction |
| config: |
| type: function |
| function: data_strategies.commons.force_rename_columns |
| function_config: |
| column_maps: |
| instruction_seed: problem |
| input_ids: |
| - sample_dataset_all |
|
|
| - id: dedup_topics |
| config: |
| type: function |
| function: data_strategies.commons.dedup_on_columns |
| function_config: |
| dedup_columns: |
| - problem |
| input_ids: |
| - rename_instruction |
|
|
| - id: sample_dataset |
| config: |
| type: function |
| function: data_strategies.commons.uniform_sample_fixed |
| function_config: |
| num_samples: 1 |
| input_ids: |
| - dedup_topics |
| - id: add_row_ids |
| config: |
| type: function |
| function: data_strategies.commons.add_row_ids |
| function_config: |
| column_name: id |
| input_ids: |
| - sample_dataset |
| - id: duplicate |
| config: |
| type: function |
| function: data_strategies.TestTime.generator.duplicate_rows |
| function_config: |
| n_copies: 12 |
| input_ids: |
| - add_row_ids |
| - id: annotate_r1_distill_70b |
| config: |
| type: completions |
| map: deepseek_reasoner |
| map_config: |
| input_problem_column: problem |
| model: deepseek-reasoner |
| batch: False |
| temperature: 1.0 |
| require_all_responses: false |
| backend: openai |
| backend_params: |
| max_requests_per_minute: 2_500 |
| max_tokens_per_minute: 1_000_000_000 |
| api_key: sk-66c9461d203144cc8bda1d0e71e08799 |
| base_url: "https://api.deepseek.com/" |
| invalid_finish_reasons: ['content_filter'] |
| input_ids: |
| - duplicate |
| - id: convert_reasoning_trace_to_final |
| config: |
| type: function |
| function: data_strategies.commons.convert_reasoning_trace_to_final |
| function_config: |
| reasoning_column: reasoning |
| solution_column: deepseek_solution |
| output_column: final_reasoning_trace |
| input_ids: |
| - annotate_r1_distill_70b |
| - id: merge_together |
| config: |
| type: function |
| function: data_strategies.TestTime.generator.merge_duplicate_rows |
| function_config: |
| diff_columns: |
| - final_reasoning_trace |
| - id |
| input_ids: |
| - convert_reasoning_trace_to_final |
