File size: 1,151 Bytes
def112c b901b1e def112c b901b1e def112c e09a4a6 20789a5 e09a4a6 b9c8f72 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 | operators:
- id: load_numina
config:
type: hf_source
dataset: AI-MO/NuminaMath-CoT
split: train
- id: select_olympiad
config:
type: function
function: data_strategies.commons.select_rows
function_config:
conditions:
source: olympiads
input_ids:
- load_numina
- id: sample_dataset
config:
type: function
function: data_strategies.commons.uniform_sample_limited
function_config:
num_samples: 20 # 1.25% of 10000 target from stage 1
input_ids:
- select_olympiad
- id: get_evolution_prompt
config:
type: function
function: data_strategies.OpenMathInstruct.utils.create_new_prompt
function_config:
question_column: problem
input_ids:
- sample_dataset
- id: generate_new_questions
config:
type: completions
model: gpt-4o-mini
map: chat
map_config:
user_message_column: prompt_for_new_question
output_column: response
output_column: new_question
temperature: 0.7
batch: false
input_ids:
- get_evolution_prompt
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