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config/a1_math_automathtext.yaml

@@ -139,3 +139,30 @@ operators:
       ngram_size: 13
   input_ids:
   - add_source_name
+- id: sample_dataset_final
+  config:
+    type: function
+    function: data_strategies.commons.uniform_sample_limited
+    function_config:
+      num_samples: 31_600  # 1.25% of 10000 target from stage 1
+  input_ids: ["decontaminate"]
+- 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:
+  - sample_dataset_final
+- id: convert_to_sharegpt
+  config:
+    type: function
+    function: data_strategies.commons.convert_instruction_response_to_sharegpt
+    function_config:
+      input_instruction_column: instruction_seed
+      input_response_column: final_reasoning_trace
+      output_sharegpt_column: conversations
+  input_ids:
+    - convert_reasoning_trace_to_final