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config/opencoder_educational.yaml

@@ -26,4 +26,35 @@ operators:
         output: response_seed
         instruction: instruction_seed
   input_ids:
-    - drop_columns
+    - drop_columns
+- id: sample_dataset
+  config:
+    type: function
+    function: data_strategies.commons.uniform_sample_limited
+    function_config:
+      num_samples: 50000  # 1.25% of 10000 target from stage 1
+  input_ids:
+  - rename_task_column
+- id: annotate
+  config:
+    type: completions
+    map: chat
+    map_config:
+      system_message: "You are a helpful assistant."
+      user_message_column: instruction_seed
+      output_column: response
+    model: gpt-4o-mini
+    temperature: 1.0
+    batch: True
+  input_ids:
+  - sample_dataset
+- 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: response
+      output_sharegpt_column: conversations
+  input_ids:
+    - annotate