Upload configuration file
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config/meta_chat_reasoning_0_100_system.yaml
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operators:
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- id: load_hf
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config:
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type: hf_source
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dataset: open-thoughts/OpenThoughts-114k
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split: train
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subset: metadata
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trust_remote_code: True
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- id: convert_reasoning_trace_to_final
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config:
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type: function
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function: data_strategies.commons.convert_reasoning_trace_to_final
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function_config:
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reasoning_column: deepseek_reasoning
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solution_column: deepseek_solution
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output_column: final_reasoning_trace
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input_ids:
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- load_hf
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- id: convert_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: problem
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input_response_column: final_reasoning_trace
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output_sharegpt_column: conversations
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input_ids:
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- convert_reasoning_trace_to_final
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- id: sample_reasoning
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config:
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type: function
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function: data_strategies.commons.uniform_sample_fixed
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function_config:
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num_samples: 31_600
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input_ids:
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- convert_to_sharegpt
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- id: add_reasoning_system_prompt
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config:
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type: function
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function: data_strategies.commons.add_constant_columns
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function_config:
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system: "detailed thinking on"
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input_ids:
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- sample_reasoning
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