namegenlm-v3

NameGenLM V3

NameGenLM V3 is a small conditional character-level name generator. The downloadable release contains an ONNX model and the metadata needed to tokenize text and encode its six supported conditioning axes. Try the browser demo, which runs inference locally in the visitor's browser.

Files

The ONNX file is 2,463,507 bytes and has SHA-256 9bcbd8f8ff66e4273c8789068732a2f3245c75d23f5acb8b71524d4a1c00bd5c. The model has 590,373 parameters. The browser demo bundles the same ONNX bytes, its JavaScript decoder, and ONNX Runtime Web 1.30.0. No training corpus or name lookup database is included.

Intended use

Generate name suggestions, optionally conditioned on gender, rarity, origin, concept, usage country, and source section. The fields are learned cues. They do not establish any generated name's factual origin, cultural association, meaning, or demographic identity. The model has no race control. Some concept labels describe fantasy themes, such as elf.

Names may be existing or invented. The model does not verify uniqueness, availability, trademark status, suitability, or factual metadata. Review any suggested name before relying on it.

Evaluation scope

The exported ONNX model passed local numerical parity probes against the source PyTorch checkpoint at absolute and relative tolerance 0.0001. The local browser package passed its packaging and JavaScript checks. These checks do not establish a particular name's quality or accuracy. Hosted demo acceptance is a separate step.

Use terms

The model files are licensed under CC BY-NC 4.0. Commercial use of the model outside the official demo requires a separate written agreement. Individual names suggested by the official demo may be used for any purpose, including a business or product name. Read MODEL-USE.md for the full scope of that additional permission and contact information.