---
language:
- en
---

# Luxical One

This is a small lexical-dense text embedding model distilled for English-language symmetrical full-document text similarity and classification applications from [`Snowflake/snowflake-arctic-embed-m-v2.0`](https://huggingface.co/Snowflake/snowflake-arctic-embed-m-v2.0).

## Quickstart

Luxical One includes a basic HuggingFace integration that supports model inference. GPU inference is not supported (GPU "acceleration" would not provide a meaningful boost on most systems due to how fast and small the model is).

You must have the `luxical` package installed to run this model, and you must trust the remote code bundled with the model. Currently only cpython versions 3.11-3.13 and macos/linux operating systems are supported. 


To install `luxical`:
``` shell
pip install luxical
```

To load and use the model in `transformers`:
``` python
from transformers import AutoModel
from pathlib import Path

# Load from the Huggingface Hub.
hub_model = AutoModel.from_pretrained(
    "datologyai/luxical-one",
    trust_remote_code=True,
)

# Embed some text.
emb = local_model(["Luxical integrates with Huggingface."]).embeddings
```