Upload configuration file

config/code_alpaca.yaml

@@ -8,14 +8,41 @@ operators:
 - id: drop_columns
   config:
     type: function
-    function: data_strategies.commons.remove_columns
+    function: data_strategies.commons.keep_only_columns
     function_config:
-      columns:    
-        - fingerprint
-        - sha1
-        - seed 
-        - concepts
-        - prompt
-        - id
+      columns_to_keep:    
+        - instruction
+        - response
   input_ids:
-  - load_hf_python
+  - load_hf_python
+- id: rename_task_column
+  config:
+    type: function
+    function: data_strategies.commons.force_rename_columns
+    function_config:
+      column_maps:
+        response: response_seed
+        instruction: instruction_seed
+  input_ids:
+    - 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