Text · dataset · 2025
FreedomIntelligence/RAG-Instruct
Listed in Hugging Face Datasets
Introduction RAG-Instruct is a RAG dataset designed to comprehensively enhance LLM RAG capabilities, synthesized using GPT-4o.
Description
This dataset is based on the Wikipedia corpus and This dataset is based on the Wikipedia corpus and offers the advantages of query-document scenario diversity and task diversity. The RAG-Instruct dataset can significantly enhance the RAG ability of LLMs and make remarkable improvements in RAG performance across various tasks.
Model WQA (acc) PQA (acc)… See the full description on the dataset page: huggingface.co/datasets/FreedomIntelligence/RAG-Instruct.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/FreedomIntelligence/RAG-Instruct ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2501.00353 arxiv.org/abs/2501.00353 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/FreedomIntelligence/RAG-Instruct ↗
metadata API · from Hugging Face
Topics
- Stated by source
- question answering · text · text generation
- From keywords
- Computer Science & AI
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | FreedomIntelligence/RAG-Instruct | 11 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[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 | 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 |