Pubmedbert Base Embeddings
pubmedbert-base-embeddings is an open-weight biomedical language model that generates vector embeddings for text. Developers can use it with Sentence Transformers or Transformers for semantic similarity and retrieval workflows.
Overview
7 featuresIn the Embeddings & retrieval space, Pubmedbert Base Embeddings takes a focused approach. It focuses on generating biomedical text embeddings for semantic similarity and retrieval without relying on a proprietary model service. Pubmedbert Base Embeddings is an open-source project aimed at machine learning developers. The project is open source (Apache-2.0). It ships for the web, and it can be self-hosted.
Behind Pubmedbert Base Embeddings is NeuML, and it first shipped in 2020. The project is developed in the open on GitHub with 12.8k stars and 147 commits in the last 90 days. Among its 7 catalogued features are sentence embeddings, semantic similarity, and transformers support.
Summary written by a language model from the project’s public pages.
- Sentence embeddings
- Semantic similarity
- Transformers support
- Sentence Transformers support
- PyTorch support
- Safetensors format
- Local inference
Built with & integrations
- AWS
- x-amz-cf-id header · x-amz-cf-pop header · via header
- local_oss
- huggingface in the HTML
- meta_llama
- llama- in the HTML
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed6 Aug · 15:17 UTCNeuML/pubmedbert-base-embeddings verified against its public sourceSource: PulseGate · Open
Frequently asked questions about Pubmedbert Base Embeddings
- What is Pubmedbert Base Embeddings?
- Pubmedbert Base Embeddings focuses on generating biomedical text embeddings for semantic similarity and retrieval without relying on a proprietary model service. It is catalogued under Embeddings & retrieval on PulseGate.
- Who should use Pubmedbert Base Embeddings?
- Pubmedbert Base Embeddings is an open-source project built for machine learning developers.
- Does Pubmedbert Base Embeddings have a free plan?
- Yes — Pubmedbert Base Embeddings is open source under the Apache-2.0 license and free to use.
- What platforms does Pubmedbert Base Embeddings run on?
- Pubmedbert Base Embeddings runs on the web. It can also be self-hosted.
- Is Pubmedbert Base Embeddings still maintained?
- The GitHub repository shows 147 commits in the last 90 days.
- What projects are similar to Pubmedbert Base Embeddings?
- Similar projects tracked by PulseGate include MedEmbed Base, Modernbert Embed Base, and S PubMedBert MS MARCO.MedEmbed BaseModernbert Embed BaseS PubMedBert MS MARCO
- Who develops Pubmedbert Base Embeddings?
- Pubmedbert Base Embeddings is developed by NeuML.
- How long has Pubmedbert Base Embeddings been around?
- Pubmedbert Base Embeddings first shipped in 2020.
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