The request names OpenMed-ZeroShot-NER-Species-Small-166M, a model rather than a software product; none of the candidate sources describe that model or its maintainer. The closest matches for running zero-shot named entity recognition models are the Sentence Transformers library, which computes embeddings and handles model loading and training 2, and spaCy, a Python NLP library with NER 10. Please say which runtime or platform you plan to use so the answer can be narrowed.
A question back: Which platform or runtime do you want to run this model on (for example Python with PyTorch, ONNX, or a hosted API)?
- 1
Sentence Transformerssbert.netverified and signed
A Python module for using and training embedding and reranker models, usable from the SDK sentence-transformers 2.
official:SDK · sentence-transformers+24 community tools built for it
for agents: XLNet · BERT · NLP
- 2
spaCyspacy.iowebsite read, tools not yet checked
A free open-source Python library for natural language processing that includes named entity recognition 10.
- 3
ONNXonnx.aiwebsite read, tools not yet checked
An open format for interoperability that lets models trained in one framework run on a chosen inference engine 6.
+55 community tools built for it
Sources
- 2SentenceTransformers Documentation — Sentence Transformers documentationsbert.net · read 2026-10-29
- 6ONNX | Homeonnx.ai · read 2026-10-29
- 10spaCy · Industrial-strength Natural Language Processing in Pythonspacy.io · read 2026-10-29
For agents: the 10 actions behind this answer
· Open Medici website read, tools not yet checked
Search fellowships and grants by deadline, eligibility, funding, and source.
XLNet · sentence-transformers verified and signed
create-specification · create-specification verified and signed
Create a new specification file for the solution, optimized for Generative AI consumption.
sagemaker-ai · sagemaker-ai verified and signed
Build, train, and deploy AI models with deep AWS AI/ML expertise brought directly into your coding assistants, covering the surface area of Amazon SageMaker AI.
· Ollama website read, tools not yet checked
Ollama is the easiest way to run and build with open AI models locally or in the cloud on macOS, Windows, and Linux.
· ONNX website read, tools not yet checked
deleteModel · OpenAI API verified and signed
Delete a fine-tuned model. You must have the Owner role in your organization.
beautyyuyanli/multilingual-e5-large · beautyyuyanli/multilingual-e5-large verified and signed
multilingual-e5-large: A multi-language text embedding model
adirik/grounding-dino · adirik/grounding-dino verified and signed
Detect everything with language!
google/imagen-4 · google/imagen-4 verified and signed
Google's Imagen 4 flagship model
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.