Upload configuration file

config/meta_no_pipeline.yaml

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+operators:
+- id: load_preexisting_a1_math_deepmath
+  config:
+    type: load_preexisting
+    framework_name: a1_math_deepmath
+- id: select_a1_math_deepmath
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_deepmath
+
+- id: load_preexisting_a1_math_automathtext
+  config:
+    type: load_preexisting
+    framework_name: a1_math_automathtext
+- id: select_a1_math_automathtext
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_automathtext
+
+- id: load_preexisting_a1_math_open2math
+  config:
+    type: load_preexisting
+    framework_name: a1_math_open2math
+- id: select_a1_math_open2math
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_open2math
+
+- id: load_preexisting_a1_math_metamath
+  config:
+    type: load_preexisting
+    framework_name: a1_math_metamath
+- id: select_a1_math_metamath
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_metamath
+
+- id: load_preexisting_a1_math_formulas
+  config:
+    type: load_preexisting
+    framework_name: a1_math_formulas
+- id: select_a1_math_formulas
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_formulas
+
+- id: load_preexisting_a1_math_tiger_lab_math
+  config:
+    type: load_preexisting
+    framework_name: a1_math_tiger_lab_math
+- id: select_a1_math_tiger_lab_math
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_tiger_lab_math
+
+- id: load_preexisting_a1_math_allenai_math
+  config:
+    type: load_preexisting
+    framework_name: a1_math_allenai_math
+- id: select_a1_math_allenai_math
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_allenai_math
+
+- id: load_preexisting_a1_math_tiger_math
+  config:
+    type: load_preexisting
+    framework_name: a1_math_tiger_math
+- id: select_a1_math_tiger_math
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_tiger_math
+
+- id: load_preexisting_a1_math_math_instruct
+  config:
+    type: load_preexisting
+    framework_name: a1_math_math_instruct
+- id: select_a1_math_math_instruct
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_math_instruct
+
+- id: load_preexisting_a1_math_college_math
+  config:
+    type: load_preexisting
+    framework_name: a1_math_college_math
+- id: select_a1_math_college_math
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_college_math
+
+- id: load_preexisting_a1_math_deepmind
+  config:
+    type: load_preexisting
+    framework_name: a1_math_deepmind
+- id: select_a1_math_deepmind
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_deepmind
+
+- id: load_preexisting_a1_math_natural_reasoning
+  config:
+    type: load_preexisting
+    framework_name: a1_math_natural_reasoning
+- id: select_a1_math_natural_reasoning
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_natural_reasoning
+
+- id: load_preexisting_a1_math_openmathinstruct2
+  config:
+    type: load_preexisting
+    framework_name: a1_math_openmathinstruct2
+- id: select_a1_math_openmathinstruct2
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_openmathinstruct2
+
+- id: load_preexisting_a1_math_hendrycks
+  config:
+    type: load_preexisting
+    framework_name: a1_math_hendrycks
+- id: select_a1_math_hendrycks
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_hendrycks
+
+- id: load_preexisting_a1_math_big_math
+  config:
+    type: load_preexisting
+    framework_name: a1_math_big_math
+- id: select_a1_math_big_math
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_big_math
+
+- id: load_preexisting_a1_math_numina_math
+  config:
+    type: load_preexisting
+    framework_name: a1_math_numina_math
+- id: select_a1_math_numina_math
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_numina_math
+
+- id: load_preexisting_a1_math_gair_math
+  config:
+    type: load_preexisting
+    framework_name: a1_math_gair_math
+- id: select_a1_math_gair_math
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_gair_math
+
+- id: load_preexisting_a1_math_baai_infinity_math
+  config:
+    type: load_preexisting
+    framework_name: a1_math_baai_infinity_math
+- id: select_a1_math_baai_infinity_math
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_baai_infinity_math
+
+- id: load_preexisting_a1_math_lap1official_math
+  config:
+    type: load_preexisting
+    framework_name: a1_math_lap1official_math
+- id: select_a1_math_lap1official_math
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_lap1official_math
+
+- id: load_preexisting_a1_math_metamath_aime
+  config:
+    type: load_preexisting
+    framework_name: a1_math_metamath_aime
+- id: select_a1_math_metamath_aime
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_math_metamath_aime
+
+- id: load_preexisting_a1_code_star_coder_instruct
+  config:
+    type: load_preexisting
+    framework_name: a1_code_star_coder_instruct
+- id: select_a1_code_star_coder_instruct
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_star_coder_instruct
+
+- id: load_preexisting_a1_code_codefeedback
+  config:
+    type: load_preexisting
+    framework_name: a1_code_codefeedback
+- id: select_a1_code_codefeedback
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_codefeedback
+
+- id: load_preexisting_a1_code_dolphin
+  config:
+    type: load_preexisting
+    framework_name: a1_code_dolphin
+- id: select_a1_code_dolphin
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_dolphin
+
+- id: load_preexisting_a1_code_magicoder
+  config:
+    type: load_preexisting
+    framework_name: a1_code_magicoder
+- id: select_a1_code_magicoder
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_magicoder
+
+- id: load_preexisting_a1_code_magpie
+  config:
+    type: load_preexisting
+    framework_name: a1_code_magpie
+- id: select_a1_code_magpie
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_magpie
+
+- id: load_preexisting_a1_code_McEval-Instruct
+  config:
+    type: load_preexisting
+    framework_name: a1_code_McEval-Instruct
+- id: select_a1_code_McEval-Instruct
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_McEval-Instruct
+
+- id: load_preexisting_a1_code_octopack_sft
+  config:
+    type: load_preexisting
+    framework_name: a1_code_octopack_sft
+- id: select_a1_code_octopack_sft
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_octopack_sft
+
+- id: load_preexisting_a1_code_opencoder
+  config:
+    type: load_preexisting
+    framework_name: a1_code_opencoder
+- id: select_a1_code_opencoder
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_opencoder
+
+- id: load_preexisting_a1_code_react
+  config:
+    type: load_preexisting
+    framework_name: a1_code_react
+- id: select_a1_code_react
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_react
+
+- id: load_preexisting_a1_code_code_golf
+  config:
+    type: load_preexisting
+    framework_name: a1_code_code_golf
+- id: select_a1_code_code_golf
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_code_golf
+
+- id: load_preexisting_a1_code_share_gpt_code
+  config:
+    type: load_preexisting
+    framework_name: a1_code_share_gpt_code
+- id: select_a1_code_share_gpt_code
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_share_gpt_code
+
+- id: load_preexisting_a1_code_stackexchange
+  config:
+    type: load_preexisting
+    framework_name: a1_code_stackexchange
+- id: select_a1_code_stackexchange
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_stackexchange
+
+- id: load_preexisting_a1_code_stackexchange_codereview
+  config:
+    type: load_preexisting
+    framework_name: a1_code_stackexchange_codereview
+- id: select_a1_code_stackexchange_codereview
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_stackexchange_codereview
+
+- id: load_preexisting_a1_code_kodcode
+  config:
+    type: load_preexisting
+    framework_name: a1_code_kodcode
+- id: select_a1_code_kodcode
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_kodcode
+
+- id: load_preexisting_a1_code_primeintellect_code_understanding
+  config:
+    type: load_preexisting
+    framework_name: a1_code_primeintellect_code_understanding
+- id: select_a1_code_primeintellect_code_understanding
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_primeintellect_code_understanding
+
+- id: load_preexisting_a1_code_coder_stat
+  config:
+    type: load_preexisting
+    framework_name: a1_code_coder_stat
+- id: select_a1_code_coder_stat
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_coder_stat
+
+- id: load_preexisting_a1_code_reflection
+  config:
+    type: load_preexisting
+    framework_name: a1_code_reflection
+- id: select_a1_code_reflection
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_reflection
+
+- id: load_preexisting_a1_code_opencodereasoning
+  config:
+    type: load_preexisting
+    framework_name: a1_code_opencodereasoning
+- id: select_a1_code_opencodereasoning
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_opencodereasoning
+
+- id: load_preexisting_a1_code_code_contests
+  config:
+    type: load_preexisting
+    framework_name: a1_code_code_contests
+- id: select_a1_code_code_contests
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_code_contests
+
+- id: load_preexisting_a1_code_tiny_codes
+  config:
+    type: load_preexisting
+    framework_name: a1_code_tiny_codes
+- id: select_a1_code_tiny_codes
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_tiny_codes
+
+- id: load_preexisting_a1_code_apps
+  config:
+    type: load_preexisting
+    framework_name: a1_code_apps
+- id: select_a1_code_apps
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_apps
+
+- id: load_preexisting_a1_code_codeforces_python_submissions
+  config:
+    type: load_preexisting
+    framework_name: a1_code_codeforces_python_submissions
+- id: select_a1_code_codeforces_python_submissions
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_codeforces_python_submissions
+
+- id: load_preexisting_a1_code_primeintellect_real_world_swe
+  config:
+    type: load_preexisting
+    framework_name: a1_code_primeintellect_real_world_swe
+- id: select_a1_code_primeintellect_real_world_swe
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_primeintellect_real_world_swe
+
+- id: load_preexisting_a1_code_primeintellect_stack_exchange
+  config:
+    type: load_preexisting
+    framework_name: a1_code_primeintellect_stack_exchange
+- id: select_a1_code_primeintellect_stack_exchange
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_primeintellect_stack_exchange
+
+- id: load_preexisting_a1_code_glaive
+  config:
+    type: load_preexisting
+    framework_name: a1_code_glaive
+- id: select_a1_code_glaive
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_glaive
+
+- id: load_preexisting_a1_code_sql_create_context
+  config:
+    type: load_preexisting
+    framework_name: a1_code_sql_create_context
+- id: select_a1_code_sql_create_context
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_sql_create_context
+
+- id: load_preexisting_a1_code_rosetta
+  config:
+    type: load_preexisting
+    framework_name: a1_code_rosetta
+- id: select_a1_code_rosetta
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_code_rosetta
+
+- id: load_preexisting_a1_science_camel_physics
+  config:
+    type: load_preexisting
+    framework_name: a1_science_camel_physics
+- id: select_a1_science_camel_physics
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_science_camel_physics
+
+- id: load_preexisting_a1_science_cqadupstack
+  config:
+    type: load_preexisting
+    framework_name: a1_science_cqadupstack
+- id: select_a1_science_cqadupstack
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_science_cqadupstack
+
+- id: load_preexisting_a1_science_camel_chemistry
+  config:
+    type: load_preexisting
+    framework_name: a1_science_camel_chemistry
+- id: select_a1_science_camel_chemistry
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_science_camel_chemistry
+
+- id: load_preexisting_a1_science_stackexchange_biology
+  config:
+    type: load_preexisting
+    framework_name: a1_science_stackexchange_biology
+- id: select_a1_science_stackexchange_biology
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_science_stackexchange_biology
+
+- id: load_preexisting_a1_science_fineweb
+  config:
+    type: load_preexisting
+    framework_name: a1_science_fineweb
+- id: select_a1_science_fineweb
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_science_fineweb
+
+- id: load_preexisting_a1_science_arxiv_biology
+  config:
+    type: load_preexisting
+    framework_name: a1_science_arxiv_biology
+- id: select_a1_science_arxiv_biology
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_science_arxiv_biology
+
+- id: load_preexisting_a1_science_wikipedia_biology
+  config:
+    type: load_preexisting
+    framework_name: a1_science_wikipedia_biology
+- id: select_a1_science_wikipedia_biology
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_science_wikipedia_biology
+
+- id: load_preexisting_a1_science_wikipedia_field_of_science
+  config:
+    type: load_preexisting
+    framework_name: a1_science_wikipedia_field_of_science
+- id: select_a1_science_wikipedia_field_of_science
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_science_wikipedia_field_of_science
+
+- id: load_preexisting_a1_science_camel_biology
+  config:
+    type: load_preexisting
+    framework_name: a1_science_camel_biology
+- id: select_a1_science_camel_biology
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_science_camel_biology
+
+- id: load_preexisting_a1_science_pubmed_science
+  config:
+    type: load_preexisting
+    framework_name: a1_science_pubmed_science
+- id: select_a1_science_pubmed_science
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_science_pubmed_science
+
+- id: load_preexisting_a1_science_stackexchange_physics
+  config:
+    type: load_preexisting
+    framework_name: a1_science_stackexchange_physics
+- id: select_a1_science_stackexchange_physics
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_science_stackexchange_physics
+
+- id: load_preexisting_a1_science_biology_standardized
+  config:
+    type: load_preexisting
+    framework_name: a1_science_biology_standardized
+- id: select_a1_science_biology_standardized
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_science_biology_standardized
+
+- id: load_preexisting_a1_science_organic_chem_pdfs
+  config:
+    type: load_preexisting
+    framework_name: a1_science_organic_chem_pdfs
+- id: select_a1_science_organic_chem_pdfs
+  config:
+    type: function
+    function: data_strategies.commons.select_columns
+    function_config:
+      columns: ["instruction_seed", "reasoning", "deepseek_solution","source", "conversations"]
+  input_ids:
+  - load_preexisting_a1_science_organic_chem_pdfs
+
+- id: mix
+  config:
+    type: mix
+    seed: 42
+    add_shard_id_column: true
+  input_ids:
+  - select_a1_math_deepmath
+  - select_a1_math_automathtext
+  - select_a1_math_open2math
+  - select_a1_math_metamath
+  - select_a1_math_formulas
+  - select_a1_math_tiger_lab_math
+  - select_a1_math_allenai_math
+  - select_a1_math_tiger_math
+  - select_a1_math_math_instruct
+  - select_a1_math_college_math
+  - select_a1_math_deepmind
+  - select_a1_math_natural_reasoning
+  - select_a1_math_openmathinstruct2
+  - select_a1_math_hendrycks
+  - select_a1_math_big_math
+  - select_a1_math_numina_math
+  - select_a1_math_gair_math
+  - select_a1_math_baai_infinity_math
+  - select_a1_math_lap1official_math
+  - select_a1_math_metamath_aime
+  - select_a1_code_star_coder_instruct
+  - select_a1_code_codefeedback
+  - select_a1_code_dolphin
+  - select_a1_code_magicoder
+  - select_a1_code_magpie
+  - select_a1_code_McEval-Instruct
+  - select_a1_code_octopack_sft
+  - select_a1_code_opencoder
+  - select_a1_code_react
+  - select_a1_code_code_golf
+  - select_a1_code_share_gpt_code
+  - select_a1_code_stackexchange
+  - select_a1_code_stackexchange_codereview
+  - select_a1_code_kodcode
+  - select_a1_code_primeintellect_code_understanding
+  - select_a1_code_coder_stat
+  - select_a1_code_reflection
+  - select_a1_code_opencodereasoning
+  - select_a1_code_code_contests
+  - select_a1_code_tiny_codes
+  - select_a1_code_apps
+  - select_a1_code_codeforces_python_submissions
+  - select_a1_code_primeintellect_real_world_swe
+  - select_a1_code_primeintellect_stack_exchange
+  - select_a1_code_glaive
+  - select_a1_code_sql_create_context
+  - select_a1_code_rosetta
+  - select_a1_science_camel_physics
+  - select_a1_science_cqadupstack
+  - select_a1_science_camel_chemistry
+  - select_a1_science_stackexchange_biology
+  - select_a1_science_fineweb
+  - select_a1_science_arxiv_biology
+  - select_a1_science_wikipedia_biology
+  - select_a1_science_wikipedia_field_of_science
+  - select_a1_science_camel_biology
+  - select_a1_science_pubmed_science
+  - select_a1_science_stackexchange_physics
+  - select_a1_science_biology_standardized
+  - select_a1_science_organic_chem_pdfs