Data · dataset · 2025
ibm-granite/GneissWeb
Listed in Hugging Face Datasets
Description
What is it? Recipe for producing a state-of-the-art LLM pre-training dataset having 10+ Trillion tokens, derived from FineWeb V1.1.0 Evaluation results showing more than 2% avg improvement (with multiple random seeds) over FineWeb V1.1.0 tokens on common benchmarks for a 7B parameter ablation model Data Prep Kit Notebook for reproducing the annotations and filters on top of FineWeb and Notebook for applying a bloom filter on FineWeb to quickly reproduce an approximate version of… See the full description on the dataset page: huggingface.co/datasets/ibm-granite/GneissWeb.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/ibm-granite/GneissWeb ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2502.14907 arxiv.org/abs/2502.14907 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/ibm-granite/GneissWeb ↗
metadata API · from Hugging Face
Topics
- From keywords
- Computer Science & AI
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | ibm-granite/GneissWeb | 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 | |
| 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 |