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Deprecated. This model is superseded and is kept only so existing installs keep resolving. It was trained before the OVOS intent corpus was rebuilt from a pinned, reproducible pipeline, and its label set no longer matches what the OVOS m2v pipeline registers.Use OpenVoiceOS/ovos-m2v-intents-multilingual instead, or OpenVoiceOS/ovos-m2v-intents-en on an English-only device. Both ship alabels.jsonbeside the weights.
pip install model2vec[inference]from_pretrained method:1from model2vec.inference import StaticModelPipeline
2
3# Load a pretrained Model2Vec model
4model = StaticModelPipeline.from_pretrained("model_mul_m2v-256-paraphrase-multilingual-mpnet-base-v2")
5
6# Predict labels
7predicted = model.predict(["Example sentence"])@article{minishlab2024model2vec,
author = {Tulkens, Stephan and {van Dongen}, Thomas},
title = {Model2Vec: Fast State-of-the-Art Static Embeddings},
year = {2024},
url = {https://github.com/MinishLab/model2vec}
}