Table · dataset · 2026
nvidia/SPEED-Bench
Listed in Hugging Face Datasets
📒 Blog | 📄 Paper | 🤗 Data | ⚙️ Measurement Framework SPEED-Bench (SPEculative Evaluation Dataset) is a unified benchmark designed to evaluate speculative decoding (SD) across diverse semantic domains and realistic serving regimes, using production-grade inference engines.
Description
It measures both acceptance-rate characteristics and end-to-end throughput, enabling fair, reproducible, and robust comparisons between SD strategies.
SPEED-Bench introduces a benchmarking ecosystem for… See the full description on the dataset page: huggingface.co/datasets/nvidia/SPEED-Bench.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/nvidia/SPEED-Bench ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2604.09557 arxiv.org/abs/2604.09557 ↗
publication · from Hugging Face
- arXiv:2401.07851 arxiv.org/abs/2401.07851 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/nvidia/SPEED-Bench ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | nvidia/SPEED-Bench | 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:document | source · 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_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 |