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config/multiple_samples_majority_consensus_openr1_math_verify.yaml

@@ -4,30 +4,31 @@ operators:
       type: hf_source
       dataset: open-r1/OpenR1-Math-Raw
       split: train
+  - id: sample_dataset
+    config:
+      type: function
+      function: data_strategies.commons.uniform_sample_fixed
+      function_config:
+        num_samples: 100_000 
+    input_ids:
+    - get_openr1_hf
   - id: select_rows_without_proof
     config:
       type: function
       sharded: true
-      num_shards: 32
+      num_shards: 64
       function: data_strategies.commons.select_rows_without
       function_config:
         conditions:
           answer: "proof"
     input_ids:
-      - get_openr1_hf
-  - id: sample_dataset
-    config:
-      type: function
-      function: data_strategies.commons.uniform_sample_limited
-      function_config:
-        num_samples: 100_000 
-    input_ids:
-    - select_rows_without_proof
+      - sample_dataset
   - id: expand_generation
     config:
-      type: function
+      type: high_memory_function
+      memory: 600
       sharded: true
-      num_shards: 32
+      num_shards: 64
       function: data_strategies.OpenR1_MultipleSamples.utils.apply_expand_generation
     input_ids:
       - sample_dataset