iamgroot42/spice

SPICE

Selective Pretraining for Informed Context Extraction (SPICE)- a small but powerful retriever.

The future is a thing that is not given. It is a thing that is made." - Leto II (Dune)

Using the model

from sentence_transformers import SentenceTransformer

model = SentenceTransformer("iamgroot42/spice")
sentences = [
  "Beware of manuals. Manuals create habits.",
  "How easy it is to mistake clear reasoning from correct reasoning!",
  "Show me a completely smooth operation and I'll show you someone who's covering mistakes. Real boats rock."
]

embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)

Model training details and data will be uploaded soon!