Text · dataset · 2024
mlfoundations/dclm-baseline-1.0
Listed in Hugging Face Datasets
DCLM-baseline DCLM-baseline is a 4T token / 3B document pretraining dataset that achieves strong performance on language model benchmarks.
Description
Below are comparisions of model trained on DCLM-baseline with other models in the 7B regime. Model Params Tokens Open dataset?
CORE MMLU EXTENDED Open weights, closed datasets Llama2 7B 2T ✗ 49.2 45.8 34.1 DeepSeek 7B 2T ✗ 50.7 48.5 35.3 Mistral-0.3 7B ? ✗ 57.0 62.7 45.1 QWEN-2 7B ? ✗ 57.5 71.9 50.5 Llama3 8B 15T ✗… See the full description on the dataset page: huggingface.co/datasets/mlfoundations/dclm-baseline-1.0.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/mlfoundations/dclm-baseline-1.0 ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2406.11794 arxiv.org/abs/2406.11794 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/mlfoundations/dclm-baseline-1.0 ↗
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 | mlfoundations/dclm-baseline-1.0 | 14 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 |