textopen-r1/OpenR1-Math-220kmathreasoningchain-of-thoughtdeepseek-r1fine-tuningnuminamathllm-trainingenglishapache-2.0

OpenR1-Math-220k: Math Reasoning Traces from DeepSeek R1

Name: OpenR1-Math-220k: Math Reasoning Traces from DeepSeek R1
Creator: DataBazaar
Keywords: open-r1/OpenR1-Math-220k, math, reasoning, chain-of-thought, deepseek-r1, fine-tuning, numinamath, llm-training, english, apache-2.0

About this data

220k math problems with verified DeepSeek R1 reasoning traces, sourced from NuminaMath 1.5. Apache-2.0 licensed dataset for training and evaluating mathematical reasoning models.

Schema

Name	Type	Description
problem	VARCHAR	Mathematical problem statement from NuminaMath 1.5
solution	VARCHAR	Reference solution with step-by-step reasoning and derivation
answer	VARCHAR	Canonical final answer to the problem
problem_type	VARCHAR	Mathematics topic/category (e.g., Combinatorics, Algebra)
question_type	VARCHAR	Question format type (e.g., math-word-problem, proof, numeric)
source	VARCHAR	Original competition or source within NuminaMath (e.g., aops_forum)
uuid	VARCHAR	Unique problem identifier in UUID format
is_reasoning_complete	BOOLEAN[]	Boolean flags indicating whether each reasoning trace is complete
generations	VARCHAR[]	DeepSeek R1 chain-of-thought reasoning traces (2-4 per problem)
correctness_math_verify	BOOLEAN[]	Boolean flags for Math Verify correctness per generation
correctness_llama	BOOLEAN[]	Boolean flags for Llama-3 correctness verification per generation
finish_reasons	VARCHAR[]	Completion reasons for each generation (e.g., stop, length_limit)
correctness_count	BIGINT	Count of generations with verified correct answers
messages	STRUCT("content" VARCHAR, "role" VARCHAR)[]	Conversation messages with role (user/assistant) and content text

Sample Data

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