textAI-MO/NuminaMath-TIRmathreasoningtool-usecode-interpreterfine-tuningaimosftapache-2.0

NuminaMath-TIR: Tool-Integrated Reasoning Math Problems

Category
Text
Records
72,540 rows
Format
PARQUET
Update Frequency
One-time snapshot
Collection Method
auto_imported_huggingface_federated
PII
None detected
File Size
~140.72 MB
Downloads
0

About this data

~70k math problems with tool-integrated reasoning (TIR) traces generated via GPT-4, derived from NuminaMath-CoT. Apache-2.0 licensed, ideal for training math-reasoning agents with code execution.

Schema

NameTypeDescription
problemVARCHAREnglish-language mathematics problem statement
solutionVARCHARTool-integrated reasoning trace with interleaved natural language, executable Python code blocks, and their outputs
messagesSTRUCT("content" VARCHAR, "role" VARCHAR)[]Chat-formatted message list with role (system/user/assistant) and content fields for supervised fine-tuning

Sample Data

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Via MCP Server
# 1. Add to your agent's MCP config (claude_desktop_config.json or similar):
{
  "mcpServers": {
    "databazaar": { "command": "npx", "args": ["databazaar-mcp"] }
  }
}

# 2. Your agent can then call:
search_datasets({ query: "NuminaMath-TIR: Tool-Integrate" })
// Found: a5ad6289-6fc8-4079-94de-b2dad1f0388f
get_download_url({ dataset_id: "a5ad6289-6fc8-4079-94de-b2dad1f0388f" })  // free — no API key needed
Via REST API
# Free dataset — no API key required:
curl https://api.databazaar.io/datasets/a5ad6289-6fc8-4079-94de-b2dad1f0388f/download-url