All Mpnet Base
all-mpnet-base-v2 is an open-weight transformer model that generates sentence and paragraph embeddings for semantic similarity, search, and clustering. Developers can run it with the Sentence Transformers library or access it through hosted inference.
Overview
6 featuresIn the Embeddings & retrieval space, All Mpnet Base takes a focused approach. It focuses on generating high-quality text embeddings for semantic search, similarity comparison, and clustering. It is built as an open-source project for machine learning developers and NLP researchers. All Mpnet Base is open source under the Apache-2.0 license. All Mpnet Base is available on the command line and API, and it can be self-hosted.
Behind All Mpnet Base is sentence-transformers, and it first shipped in 2023. Development happens publicly on GitHub with 5k stars and 8 commits in the last 90 days. Among its 6 catalogued features are sentence embeddings, semantic similarity, and text encoding. It exposes integrations via a public API.
Summary written by a language model from the project’s public pages.
- Sentence embeddings
- Semantic similarity
- Text encoding
- PyTorch support
- Transformers support
- Inference API
Built with & integrations
- AWS
- x-amz-cf-id header · x-amz-cf-pop header · via header
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed7 Aug · 10:31 UTCsentence-transformers/all-mpnet-base-v2 verified against its public sourceSource: PulseGate · Open
Frequently asked questions about All Mpnet Base
- What does All Mpnet Base do?
- All Mpnet Base focuses on generating high-quality text embeddings for semantic search, similarity comparison, and clustering. It is catalogued under Embeddings & retrieval on PulseGate.
- Who should use All Mpnet Base?
- All Mpnet Base is an open-source project built for machine learning developers and NLP researchers.
- Is All Mpnet Base free?
- Yes — All Mpnet Base is open source under the Apache-2.0 license and free to use.
- What platforms does All Mpnet Base run on?
- All Mpnet Base runs on the command line and API. It can also be self-hosted.
- Is All Mpnet Base still active?
- The GitHub repository shows 8 commits in the last 90 days.
- What projects are similar to All Mpnet Base?
- Similar projects tracked by PulseGate include Paraphrase Mpnet Base, Paraphrase Multilingual Mpnet Base, and Paraphrase Multilingual Mpnet Base.Paraphrase Mpnet BaseParaphrase Multilingual Mpnet BaseParaphrase Multilingual Mpnet Base
- Who develops All Mpnet Base?
- All Mpnet Base is developed by sentence-transformers.
- When did All Mpnet Base launch?
- All Mpnet Base first shipped in 2023.
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