Upload configuration file

config/herorun1_code_combine.yaml

@@ -51,95 +51,34 @@ operators:
   - load_hf_150K_250K
   - load_hf_250K_350K
   - load_hf_350K_450K
-# - id: fuzzy_dedup
-#   config:
-#     type: cpu_function
-#     num_cpus: 80
-#     function: data_strategies.DeepSeekR1.utils.fuzzy_dedup
-#     function_config:
-#       column: instruction_seed
-#       similarity_threshold: 95.0
-#   input_ids:
-#     -  convert_reasoning_trace_to_final
-# - id: drop_columns
-#   config:
-#     type: function
-#     function: data_strategies.commons.keep_only_columns
-#     function_config:
-#       columns_to_keep:    
-#         - instruction_seed
-#         - final_reasoning_trace
-#         - source 
-#         - id
-#   input_ids:
-#   - fuzzy_dedup
-# - 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:
-#     - fuzzy_dedup
-# - id: drop_columns
-#   config:
-#     type: function
-#     function: data_strategies.commons.keep_only_columns
-#     function_config:
-#       columns_to_keep:    
-#         - instruction_seed
-#         - final_reasoning_trace
-#   input_ids:
-#   - convert_reasoning_trace_to_final
-# - id: merge_together
-#   config:
-#     type: generic_resource_function
-#     memory: 500
-#     num_cpus: 80
-#     function: data_strategies.TestTime.generator.merge_duplicate_rows
-#     function_config:
-#       diff_columns: 
-#         - final_reasoning_trace
-#   input_ids:
-#     - drop_columns
-
-# - id: majority_gpt_verification
-#   config:
-#     type: completions
-#     map: math_same
-#     map_config:
-#       response_column: final_reasoning_trace
-#       math_column: final_reasoning_trace
-#       question_column: instruction_seed
-#       output_column: correct_majority_indices
-#       ending_characters: 1000
-#       num_responses: 3
-#     require_all_responses: False
-#     model: gpt-4o-mini
-#     temperature: 1.0
-#   input_ids:
-#   - merge_together
-# - id: majority_gpt_verification_extraction
-#   config:
-#     type: function
-#     function: data_strategies.MultipleSamples.utils.code_same_verification
-#     function_config:
-#       verification_column: correct_majority_indices
-#       code_answers_column:  final_reasoning_trace
-#       output_column: verified_final_reasoning_trace
-#   input_ids:
-#   - majority_gpt_verification
-# - 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: verified_final_reasoning_trace
-#       output_sharegpt_column: conversations
-#   input_ids:
-#     - majority_gpt_verification_extraction
-
-  
+- id: fuzzy_dedup
+  config:
+    type: cpu_function
+    num_cpus: 80
+    function: data_strategies.DeepSeekR1.utils.fuzzy_dedup
+    function_config:
+      column: problem
+      similarity_threshold: 95.0
+  input_ids:
+    -  convert_reasoning_trace_to_final
+- id: convert_to_sharegpt
+  config:
+    type: function
+    function: data_strategies.commons.convert_instruction_response_to_sharegpt
+    function_config:
+      input_instruction_column: problem
+      input_response_column: final_reasoning_trace
+      output_sharegpt_column: conversations
+  input_ids:
+    - fuzzy_dedup
+- id: drop_columns
+  config:
+    type: function
+    function: data_strategies.commons.keep_only_columns
+    function_config:
+      columns_to_keep:    
+        - conversations
+        - source
+        - id 
+  input_ids:
+    - convert_to_sharegpt