🧰 Sentence Transformers

The items that name it 5

• EmbeddingGemma 2: an open, lightweight multimodal embedding model
  article2026-10-06It is written here as sentence-transformers.

  Used to serve the model efficiently

• NeoMME: an efficient Multimodal-native and Multilingual Encoder
  article2026-09-03

  Used (v6) to fine-tune separate dense or late-interaction retrieval heads on the NeoMME backbone via NeoMMEModel

• Training and Finetuning Multi-Vector Embedding Models with Sentence Transformers
  article2026-08-26

  Python library used to train and finetune embedding, sparse, reranker, and multi-vector models; installed via pip install -U "sentence-transformers[train]"

• google/embeddinggemma-2
  repoIt is written here as sentence-transformers.

  Library used to encode text and multimodal inputs, compute similarity, set prompt names, truncate_dim, normalize_embeddings, config_kwargs to disable encoders, and model_kwargs for dtype

• vLLM v0.30.0
  repo

  Embedding/pooling library; compatibility fix for 5.4+ configs