File size: 1,638 Bytes
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- id: load_stackexchange_codegolf
config:
type: hf_source
dataset: mlfoundations-dev/stackexchange_codegolf
split: train
- id: rename_task_column_gsm
config:
type: function
function: data_strategies.commons.force_rename_columns
function_config:
column_maps:
instruction: problem
input_ids:
- load_stackexchange_codegolf
- id: sample_dataset
config:
type: function
function: data_strategies.commons.uniform_sample_limited
function_config:
num_samples: 4000 # 1.25% of 10000 target from stage 1
input_ids:
- rename_task_column_gsm
- id: label_code
config:
type: function
function: data_strategies.commons.add_constant_columns
function_config:
source: codegolf
input_ids:
- sample_dataset
- 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:
- label_code
- 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 |