Note: this model requires Ollama 0.1.26 or later. Download it here. It can only be used to generate embeddings.

The project aims to train sentence embedding models on very large sentence level datasets using a self-supervised contrastive learning objective.

Usage

REST API

curl http://localhost:11434/api/embeddings -d '{
  "model": "all-minilm",
  "prompt": "The sky is blue because of Rayleigh scattering"
}'

Python library

ollama.embeddings(model='all-minilm', prompt='The sky is blue because of Rayleigh scattering')

Javascript library

ollama.embeddings({ model: 'all-minilm', prompt: 'The sky is blue because of Rayleigh scattering' })

References

HuggingFace

Website