Upload configuration file
Browse files- config/d2_math_mc_llm.yaml +70 -0
config/d2_math_mc_llm.yaml
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operators:
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- id: load_preexisting
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config:
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type: hf_source
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dataset: mlfoundations-dev/c2_code_nod_16s_test
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split: train
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- id: drop_columns
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config:
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type: function
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function: data_strategies.commons.remove_columns
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function_config:
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columns:
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- conversations
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input_ids:
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- load_preexisting
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- id: merge_together
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config:
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type: function
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function: data_strategies.TestTime.generator.merge_duplicate_rows
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function_config:
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id_column: ms_id
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diff_columns:
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- final_reasoning_trace
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- reasoning
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- deepseek_solution
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input_ids:
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- drop_columns
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- id: majority_gpt_verification
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config:
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type: completions
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map: math_same
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map_config:
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math_column: final_reasoning_trace
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question_column: instruction_seed
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output_column: correct_majority_indices
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ending_characters: 1000
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num_responses: 3
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require_all_responses: False
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model: gpt-4o-mini
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temperature: 1.0
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input_ids:
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- merge_together
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- id: majority_gpt_verification_extraction
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config:
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type: function
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function: data_strategies.MultipleSamples.utils.code_same_verification
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function_config:
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verification_column: correct_majority_indices
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code_answers_column: final_reasoning_trace
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output_column: verified_final_reasoning_trace
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input_ids:
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- majority_gpt_verification
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- id: convert_to_sharegpt
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config:
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type: function
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function: data_strategies.commons.convert_instruction_response_to_sharegpt
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function_config:
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input_instruction_column: instruction_seed
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input_response_column: verified_final_reasoning_trace
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output_sharegpt_column: conversations
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input_ids:
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- majority_gpt_verification_extraction
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- id: final_sample
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config:
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type: function
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function: data_strategies.commons.uniform_sample_fixed
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function_config:
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num_samples: 31_600
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input_ids:
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- convert_to_sharegpt
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