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config/load_in_math_big_math.yaml

@@ -28,29 +28,18 @@ operators:
     type: function
     function: data_strategies.commons.uniform_sample_fixed
     function_config:
-      num_samples: 40_000  # 1.25% of 10000 target from stage 1
+      num_samples: 1_100_000
   input_ids:
   - rename_task_column
 
-- id: drop_columns
-  config:
-    type: function
-    function: data_strategies.commons.keep_only_columns
-    function_config:
-      columns_to_keep:    
-        - instruction_seed
-        - reasoning
-        - deepseek_solution
-  input_ids:
-  - sample_dataset_pre
 - id: add_source_name
   config:
     type: function
     function: data_strategies.commons.add_constant_columns
     function_config:
-      source: "SynthLabsAI/Big-Math-RL-Verified"
+      _source: "SynthLabsAI/Big-Math-RL-Verified"
   input_ids:
-  - drop_columns
+  - sample_dataset_pre
 - id: decontaminate
   config:
     type: cpu_function
@@ -108,7 +97,7 @@ operators:
 - id: sample_dataset
   config:
     type: function
-    function: data_strategies.commons.uniform_sample_limited
+    function: data_strategies.commons.uniform_sample_fixed
     function_config:
-      num_samples: 31_600  # 1.25% of 10000 target from stage 1
+      num_samples: 1_000_000
   input_ids: ["decontaminate"]