Text · dataset · 2023
Unified-Language-Model-Alignment/Anthropic_HH_Golden
Listed in Hugging Face Datasets
Dataset Card for Anthropic_HH_Golden This dataset is constructed to test the ULMA technique as mentioned in the paper Unified Language Model Alignment with Demonstration and Point-wise Human Preference (under review, and an arxiv link will be provided soon).
Description
They show that replacing the positive samples in a preference dataset by high-quality demonstration data (golden data) greatly improves the performance of various alignment methods (RLHF, DPO, ULMA).
In particular, the ULMA… See the full description on the dataset page: huggingface.co/datasets/Unified-Language-Model-Alignment/Anthropic_HH_Golden.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/Unified-Language-Model-Alignment/Anthropic_HH_Golden ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/Unified-Language-Model-Alignment/Anthropic_HH_Gol… ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text
- From keywords
- Computer Science & AI
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | Unified-Language-Model-Alignment/Anthropic_HH_Golden | 15 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 | |
| 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 |