Upload configuration file

config/a1_science_kaggle_llm.yaml

@@ -97,13 +97,21 @@ operators:
       ngram_size: 13
   input_ids:
   - add_source_name
+- id: remove_duplicates
+  config:
+    type: function
+    function: data_strategies._A1_Source.utils.remove_duplicates
+    function_config:
+      column_name: instruction_seed
+  input_ids:
+  - decontaminate
 - id: sample_dataset
   config:
     type: function
-    function: data_strategies.commons.uniform_sample_limited
+    function: data_strategies.commons.upsample_dataset
     function_config:
       num_samples: 31_600  # 1.25% of 10000 target from stage 1
-  input_ids: ["decontaminate"]
+  input_ids: ["remove_duplicates"]
 - id: convert_reasoning_trace_to_final
   config:
     type: function
@@ -123,4 +131,20 @@ operators:
       input_response_column: final_reasoning_trace
       output_sharegpt_column: conversations
   input_ids:
-    - convert_reasoning_trace_to_final
+    - convert_reasoning_trace_to_final
+- id: rename_task_column_final
+  config:
+    type: function
+    function: data_strategies.commons.force_rename_columns
+    function_config:
+      column_maps:
+        id: kaggle_id
+        prompt: kaggle_prompt
+        A: kaggle_A
+        B: kaggle_B
+        C: kaggle_C
+        D: kaggle_D
+        E: kaggle_E
+        answer: kaggle_answer
+  input_ids:
+    - convert_to_sharegpt