{"library":"sentence-transformers","title":"Sentence Transformers","description":"Framework for computing dense sentence/text/image embeddings using transformer models. Primary use cases: semantic search, semantic similarity, clustering, and reranking. Wraps transformers and provides SentenceTransformer (embedding), CrossEncoder (reranker), and SparseEncoder (sparse embedding) classes. 15,000+ pretrained models on HF Hub. Now officially maintained by Hugging Face (Tom Aarsen) after transfer from UKP Lab/TU Darmstadt. Package name: sentence-transformers (hyphen). Import name: sentence_transformers (underscore).","language":"python","status":"active","last_verified":"Tue May 19","install":{"commands":["pip install sentence-transformers","pip install sentence-transformers[train]","pip install sentence-transformers[onnx]","pip install sentence-transformers[onnx-gpu]","pip install sentence-transformers[openvino]"],"cli":null},"imports":["from sentence_transformers import SentenceTransformer","from sentence_transformers import CrossEncoder","from sentence_transformers import util"],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"from sentence_transformers import SentenceTransformer, util\nimport numpy as np\n\n# Load model (downloads on first use, ~90MB for MiniLM)\nmodel = SentenceTransformer(\"all-MiniLM-L6-v2\")\n\n# Encode sentences → numpy float32 arrays by default\nsentences = [\n    \"The cat sat on the mat.\",\n    \"A feline rested on a rug.\",\n    \"The stock market crashed today.\"\n]\nembeddings = model.encode(sentences)  # shape: (3, 384)\nprint(embeddings.shape)\n\n# Cosine similarity\ncosine_scores = util.cos_sim(embeddings[0], embeddings[1:])\nprint(cosine_scores)  # similar pair scores higher\n\n# Return torch tensors instead of numpy\nembeddings_tensor = model.encode(sentences, convert_to_tensor=True)\n\n# Semantic search\nquery_embedding = model.encode(\"Where did the cat sleep?\", convert_to_tensor=True)\nhits = util.semantic_search(query_embedding, embeddings_tensor, top_k=2)\nprint(hits)","lang":"python","description":"encode() returns float32 numpy arrays by default. Pass convert_to_tensor=True for PyTorch tensors. Models are cached in HF_HOME after first download. all-MiniLM-L6-v2 is 384-dim, fast, and good for general use.","tag":"stale","tag_description":"widespread failures or data too old to trust","last_tested":"2026-05-12","results":[{"runtime":"python:3.10-alpine","exit_code":1},{"runtime":"python:3.10-slim","exit_code":-1},{"runtime":"python:3.11-alpine","exit_code":1},{"runtime":"python:3.11-slim","exit_code":-1},{"runtime":"python:3.12-alpine","exit_code":1},{"runtime":"python:3.12-slim","exit_code":-1},{"runtime":"python:3.13-alpine","exit_code":1},{"runtime":"python:3.13-slim","exit_code":-1},{"runtime":"python:3.9-alpine","exit_code":1},{"runtime":"python:3.9-slim","exit_code":-1}]},"compatibility":{"tag":"stale","tag_description":"widespread failures or data too old to 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