Table · dataset · 2025
HuggingFaceTB/dclm-edu
Listed in Hugging Face Datasets
DCLM-Edu Description This is a filtered version of DCLM dataset using FineWeb-Edu educational quality classifier.
Description
We annotate each web page based on the educational quality on a scale from 0 to 5 and only keep samples with a score higher than 2. This dataset is intended for small language models training and was used to train SmolLM2-135M and SmolLM2-360M.
Note
Read the rest (1 more)
As show in the performance section, we find that further filtering the dataset to only keep samples with… See the full description on the dataset page: huggingface.co/datasets/HuggingFaceTB/dclm-edu.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/HuggingFaceTB/dclm-edu ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2502.02737 arxiv.org/abs/2502.02737 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/HuggingFaceTB/dclm-edu ↗
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 | HuggingFaceTB/dclm-edu | 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:tabular | 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 | 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 |