You need to agree to share your contact information to access this model
This repository is publicly accessible, but you have to accept the conditions to access its files and content.
Access is granted individually. Please say who you are and what you intend to use the weights for.
Log in or Sign Up to review the conditions and access this model content.
ideadet-nemotron30b-391k-items
Idea-level AI-text detector: a LoRA adapter over
nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16. It answers whose ideas a document
contains, not who typed the sentences.
- Training corpus: 391k
- Reads at inference: individual outline items, pooled to the document by mean logit
Scored by comparing the next-token log-probabilities of the tokens human and ai, two-way
normalised, giving P(human). The detector fires when that falls below a calibrated threshold.
Thresholds are quantiles over held-out human documents and are not included here: a cut
from one model or input form is meaningless against another's scores.
Fuller documentation and evaluation results to follow.
- Downloads last month
- -