Table · dataset · 2023
tasksource/prm800k_dpo
Listed in Hugging Face Datasets
Description
PRM800K preference pairs (prompt / chosen / rejected) PRM800K (OpenAI, Let's Verify Step by Step) turned into clean preference pairs, ready for DPO / reward modeling (TRL "standard" preference format). Raw source: tasksource/PRM800K. Train/test follow the original MATH benchmark splits (see Splits below). from datasets import load_dataset ds = load_dataset("tasksource/prm800k_dpo", "solution") # or "step" Configs solution — whole-solution preference… See the full description on the dataset page: huggingface.co/datasets/tasksource/prm800k_dpo.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/tasksource/prm800k_dpo ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2305.20050 arxiv.org/abs/2305.20050 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/tasksource/prm800k_dpo ↗
metadata API · from Hugging Face
Topics
- Stated by source
- reinforcement learning · text · text generation
- From keywords
- Computer Science & AI
- Inferred from text
- Machine learning 69%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | tasksource/prm800k_dpo | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4611 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (69%) |
| 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[task].hf_task:reinforcement-learning | 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 | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| 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 |