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config/multiple_samples_none_numina_aime_adjusted_samples.yaml

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+operators:
+  - id: load_numina_math
+    config:
+      type: "hf_source"
+      dataset: "AI-MO/NuminaMath-CoT"
+      split: train
+  - id: select_amc_aime
+    config:
+      type: function
+      function: data_strategies.commons.select_rows
+      function_config:
+        conditions:
+          source: amc_aime
+    input_ids:
+      - load_numina_math
+  - id: select_aops
+    config:
+      type: function
+      function: data_strategies.commons.select_rows
+      function_config:
+        conditions:
+          source: aops_forum
+    input_ids:
+      - load_numina_math
+  - id: sample_dataset
+    config:
+      type: function
+      function: data_strategies.commons.uniform_sample_limited
+      function_config:
+        num_samples: 7_500  # NOTE: 1.25% of 8000 target from stage 1
+    input_ids:
+      - select_amc_aime
+      - select_aops
+  # - id: annotate
+  #   config:
+  #     type: completions
+  #     map: chat
+  #     map_config:
+  #       user_message_column: problem
+  #       output_column: r1_distill_70b_response
+  #     model: "together_ai/deepseek-ai/DeepSeek-R1-Distill-Llama-70B"
+  #     batch: False
+  #     temperature: 1.0
+  #     backend_params:
+  #       max_requests_per_minute: 250
+  #       max_tokens_per_minute: 500_000
+  #       invalid_finish_reasons: ['content_filter']
+  #     generation_params:
+  #       max_tokens: 32_000
+  #   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: problem
+  #       input_response_column: r1_distill_70b_response
+  #       output_sharegpt_column: conversations
+  #   input_ids:
+  #     - annotate
+
+