Text · dataset · 2024
OpenMathInstruct-1
Listed in Hugging Face Datasets
OpenMathInstruct-1 OpenMathInstruct-1 is a math instruction tuning dataset with 1.8M problem-solution pairs generated using permissively licensed Mixtral-8x7B model.
Description
The problems are from GSM8K and MATH training subsets and the solutions are synthetically generated by allowing Mixtral model to use a mix of text reasoning and code blocks executed by Python interpreter. The dataset is split into train and validation subsets that we used in the ablations experiments.
These two subsets… See the full description on the dataset page: huggingface.co/datasets/nvidia/OpenMathInstruct-1.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/nvidia/OpenMathInstruct-1 ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2402.10176 arxiv.org/abs/2402.10176 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/nvidia/OpenMathInstruct-1 ↗
metadata API · from Hugging Face
Topics
- Stated by source
- question answering · text · text generation
- From keywords
- Computer Science & AI
- Inferred from text
- Text 75%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | nvidia/OpenMathInstruct-1 | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:text-generation | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |