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config/evolinstruct_seeding_stackexchange_codegolf.yaml
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operators:
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- id: load_stackexchange_codegolf
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config:
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type: load_preexisting
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framework_name: stackexchange_code_golf_reorg_cache
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- id: evolution_prompt
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config:
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type: function
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function: data_strategies.EvolInstruct.utils.prompts_for_evolving_instructions_no_input
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function_config:
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input_instruction_column: instruction
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output_prompt_column: instruction_evolution_prompt
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input_ids:
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- load_stackexchange_codegolf
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- id: evolve_instruction
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input_ids:
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- evolution_prompt
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config:
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type: completions
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map: chat
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map_config:
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user_message_column: instruction_evolution_prompt
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output_column: evolved_instruction
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model: gpt-4o-mini
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top_p: 0.95
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batch: False
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- id: annotate_instruction
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input_ids:
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- evolve_instruction
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config:
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type: completions
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map: chat
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map_config:
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user_message_column: evolved_instruction
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output_column: completion
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model: gpt-4o-mini
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top_p: 0.95
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batch: False
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- id: select_columns
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config:
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type: function
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function: data_strategies.commons.select_columns
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function_config:
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columns:
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- evolved_instruction
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- completion
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input_ids:
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- annotate_instruction
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- id: to_sharegpt
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config:
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type: function
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function: data_strategies.commons.convert_instruction_response_to_sharegpt
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function_config:
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input_instruction_column: evolved_instruction
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input_response_column: completion
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output_sharegpt_column: conversations
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input_ids:
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- select_columns
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