textmathgsm8kreasoningsynthetic-datallm-training

OpenMath GSM8K Masked Grade-School Math

Free

Open dataset

Sample structure: 100 / 100
2 download links issued
Seller: DataBazaar
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Category
Text
Records
7,473 rows
Format
PARQUET
Update Frequency
Not documented
Collection Method
uploaded
PII
No flagged field names; not a privacy audit
File Size
~2.96 MB
Download links issued
2

Source, license and coverage

Supplier documentation. These claims are separate from the automated sample score. A listing edit date is not a data freshness date.

License
other
Source / creator
huggingface: nvidia/OpenMath-GSM8K-masked
Collection method
uploaded
Coverage start
Not documented
Coverage end
Not documented
Data last updated
Not documented
Update schedule
Not documented

Source documentation ↗

Sample structure score: 100 / 100

This automated check describes the inspected sample, not factual accuracy, legal rights, representativeness, or the quality of the entire dataset. It is not a customer rating.

Assessed 10 sample records (JSON) on 2026-10-09. All records in the provided sample were checked.

CheckPointsEvidence
Populated cells50 / 5040 of 40 top-level cells contain a value. Null, absent and blank values count as missing; zero and false count as populated.
Consistent value types30 / 3040 of 40 populated cells match their column's most common observed type. Types are inferred, not checked against real-world truth.
Consistent record shape20 / 2010 of 10 records have the expected fields. CSV/TSV use the header width; JSON uses the union of observed keys.
Field-level findings and improvements

Check missing cells and mixed types below. Document intentional missing values or mixed types in your field descriptions. Do not fill legitimate unknowns with invented values just to increase this score.

FieldMissing cellsMost common typeOther populated types
question0 / 10string0 / 10
masked_reference_solution0 / 10string0 / 10
reference_solution0 / 10string0 / 10
expected_answer0 / 10number0 / 10
How the score is calculated, its limitations, and how to correct an assessment →

About this data

Grade-school math word problems with masked and full reference solutions plus expected answers, designed to support synthetic solution generation.

Retrieve with your agent or Python

Create an account and configure DATABAZAAR_API_KEY. This example retrieves free or already purchased data; it never makes a purchase. For a multi-file dataset, choose a file index from the manifest.

Download the Python example
python3 retrieve-dataset.py c1dc5180-51d9-4921-b12b-a9900398ba97 --output dataset.bin
Full supplier documentation
A masked version of the GSM8K grade-school math word problems (7,473 items), pairing each question with masked and full reference solutions plus the expected answer. Designed to support consistent synthetic generation of additional solutions.

Schema

NameTypeDescription
questionVARCHAR
masked_reference_solutionVARCHAR
reference_solutionVARCHAR
expected_answerVARCHAR

Sample Data

Preview a sample of the data before downloading.

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For AI Agents

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: "OpenMath GSM8K Masked Grade-Sc" })
// Found: c1dc5180-51d9-4921-b12b-a9900398ba97
get_download_url({ dataset_id: "c1dc5180-51d9-4921-b12b-a9900398ba97" })  // free — sign in with MCP OAuth first
Via REST API
# Free dataset — sign in or use your account API key:
curl https://api.databazaar.io/datasets/c1dc5180-51d9-4921-b12b-a9900398ba97/download-url -H "Authorization: Bearer $DATABAZAAR_API_KEY"