Google logo

Universal Sentence Encoder CMLM 1 Large


Universal Sentence Encoder CMLM 1 Large is Google logoGoogle's embedding model. A large-size Universal Sentence Encoder using Conditional Masked Language Modeling for rich sentence-level text embeddings.
Spec
Canonical IDgoogle-universal-sentence-encoder-cmlm-1-large
TypeEmbedding
StatusActive
CreatorGoogleGoogle
Input ModalitiesText
Output ModalitiesEmbedding

Capabilities

Input1/5
Text
Image·
Audio·
Video·
PDF·
Output1/5
Text·
Image·
Audio·
Video·
Embedding
Capabilities0/13
Reasoning·
Adaptive Reasoning·
Function Calling·
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
Universal Sentence Encoder CMLM 1 LargeCurrent
Universal Sentence Encoder CMLM 1 BaseAvailable

Model IDs