nomic-embed-text-v2-moe-unsupervised is multilingual MoE Text Embedding model. This is a checkpoint after contrastive pretraining from multi-stage contrastive training of the final model.

If you want to use a model to extract embeddings, we suggest using nomic-embed-text-v2-moe