GSM8K (Grade School Math 8K) is a dataset of 8.5K high quality linguistically diverse grade school math word problems. The dataset was created to support the task of question answering on basic mathematical problems that require multi-step reasoning.
Rows17,584
Configurations2
Size5.9 MB
Licensemit
AccessPublicly accessible
Monthly Downloads1.2M
Dataset Card
By OpenAI, published under mit, revision 740312add88f.
Dataset Card for GSM8K
Table of Contents
- Dataset Description
- Dataset Summary
- Supported Tasks
- Languages
- Dataset Structure
- Data Instances
- Data Fields
- Data Splits
- Dataset Creation
- Curation Rationale
- Source Data
- Annotations
- Personal and Sensitive Information
- Considerations for Using the Data
- Social Impact of Dataset
- Discussion of Biases
- Other Known Limitations
- Additional Information
- Dataset Curators
- Licensing Information
- Citation Information
Dataset Description
- Homepage: https://openai.com/blog/grade-school-math/
- Repository: https://github.com/openai/grade-school-math
- Paper: https://arxiv.org/abs/2110.14168
- Leaderboard: [Needs More Information]
- Point of Contact: [Needs More Information]
Dataset Summary
Structure
main 8,792 rows
| Split | Rows | Size |
|---|---|---|
| train | 7,473 | 4.0 MB |
| test | 1,319 | 719.3 KB |
questionstringanswerstring
socratic 8,792 rows
| Split | Rows | Size |
|---|---|---|
| train | 7,473 | 5.2 MB |
| test | 1,319 | 943.2 KB |
questionstringanswerstring
Details
- Repository
- openai/gsm8k
- Publisher
- OpenAI
- Task category
- Text generation
- Tags
- math-word-problems
- Size category
- 1K<n<10K
- Languages
- en
- Revision
- 740312add88f781978c0658806c59bc2815b9866
- Last updated
- 2026-03-23
Files
7 files, 5.9 MB in total.
Data4 files · 5.9 MB
Documentation1 file · 7.9 KB
Other1 file · 920 B
Repository1 file · 1.6 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| main/test-00000-of-00001.parquet | Data | 419.1 KB | ee7b8da9e381 |
| main/train-00000-of-00001.parquet | Data | 2.3 MB | ea82612ea958 |
| socratic/test-00000-of-00001.parquet | Data | 487.0 KB | 477dba702820 |
| socratic/train-00000-of-00001.parquet | Data | 2.7 MB | 54eb5fd2105a |
| README.md | Documentation | 7.9 KB | — |
| eval.yaml | Other | 920 B | — |
| .gitattributes | Repository | 1.6 KB | — |
License and Download
- License
- mit
- Access
- No access gate
Download from OpenAI
Released by OpenAI through its official repository on Hugging Face. Read the license.
Models Trained on This Dataset
- Trained on (disclosed)SharperSwarm
- Trained on (disclosed)CasualSwarms
- Trained on (disclosed)Al-Khwarizmi-3B-GGUF
- Trained on (disclosed)Al-Khwarizmi-3B