NOULI

Models from Nouli Open weights · Apache-2.0

Specific tasks.
Open weights.

Five decision models, published on Hugging Face ↗. Choose a task, follow its local recipe, and run the supplied Nouli CLI workflow.

Weights, serving code, provenance and recorded comparisons. More decision models are coming.

5 models
01 / Text classificationv1.0.0

Route

Classify English banking-support requests into the 77 BANKING77 intents.

Support requestOne of 77 intents
1.029B parametersModel details →
02 / Text classificationv1.0.0

Clause

Retrieve NDA evidence and evaluate a fixed checklist of 17 hypotheses.

NDA document17 fixed hypotheses
1.178B parametersModel details →
03 / Simulator controlv1.0.0

Push

Forecast actions and move the T-shaped block using structured simulator state.

Keypoints + historyLegal XY actions
2.12M parametersModel details →
04 / Simulator controlv1.0.0

Doom

A compact actor policy for ViZDoom Deadly Corridor at skill 5.

Structured game state54 legal joint actions
23,435 parametersModel details →
05 / Text classificationv1.0.0

Guard

Three-way hate-speech probabilities from a calibrated encoder ensemble.

English textNo / unclear / yes
1.424B parametersModel details →

The Nouli harness

Run model workflows
with Nouli.

Nouli's terminal app, CLI and Rust library record decisions and the facts and earlier answers they use. Each model release includes an adapter and workflow for its own task.

Hugging Face hosts the files. Inference runs on your machine; a hosted inference key is not required. The CLI and library are MIT-licensed. Model distributions are Apache-2.0 with upstream notices.

Meet the harness →