Data · dataset · 2024
T4 (The Tremendous TabLib Trawl)
Listed in Hugging Face Datasets
The Tremendous TabLib Trawl (T4) is a dataset for training tabular foundation models.
Description
The dataset is described in detail in our paper, "Large Scale Transfer Learning for Tabular Data via Language Modeling." The paper also includes a datasheet for this dataset. T4 consists of a set of Parquet files (described below).
For examples and infrastructure showing how to train a lannguage model on T4, see our open-source Python library, rtfm, which was used to train TabuLa-8B on T4. Files… See the full description on the dataset page: huggingface.co/datasets/mlfoundations/t4-full.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/mlfoundations/t4-full ↗
Gated (auto) - request access on the dataset page
landing page · request access · from Hugging Face
Documentation and papers
- arXiv:2406.12031 arxiv.org/abs/2406.12031 ↗
publication · from Hugging Face
- arXiv:2310.07875 arxiv.org/abs/2310.07875 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/mlfoundations/t4-full ↗
metadata API · from Hugging Face
Topics
- Stated by source
- tabular classification · tabular regression
- From keywords
- Computer Science & AI
- Inferred from text
- Tabular 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | mlfoundations/t4-full | 12 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].local:modality:tabular | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:tabular-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:tabular-regression | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| 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 |