Dataset

Name That LLM Open Pool: 255k Passages, 18 LLMs

Contains 254,561 de-duplicated text passages from 18 candidate LLMs, merged from 59 open datasets for model-attribution classification.

Kaggle ↗Oct 28, 2026

  • nlp
  • llm-detection
  • text-classification
  • provenance
cover
cover

What it is

A de-duplicated, provenance-tracked pool of 254,561 open-licensed passages labeled across 18 LLMs, filtered to match the Name That LLM competition setting. 254,561 unique passages from 59 open Kaggle datasets, labeled across 18 LLMs and 6 labs, with prompt groups, source provenance, train-similarity scores, and leakage/routing flags.

Key results

  • 254,561 unique passages
  • 18 model labels across 6 labs
  • 59 source datasets, CC BY-SA 4.0

Useful for training and evaluating classifiers that identify which LLM generated a passage.

One useful ML email a week.

Worth your time, not all of your time.

We track new ML work across papers, code, and data, then keep only the pieces worth a closer look. Selected, not collected.

Papers.Data.Code

The Weekly ML Signal

Selected, not collected.

One useful ML email a week: the papers, repos and datasets worth your attention.

Worth your time, not all of your time.