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Updated docs
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Pringled committed Feb 9, 2025
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Expand Up @@ -56,7 +56,7 @@ Install the lightweight base package with:
pip install model2vec
```

You can start using Model2Vec immediately by loading one of our [flagship models from the HuggingFace hub](https://huggingface.co/collections/minishlab/potion-6721e0abd4ea41881417f062). These models are pre-trained and ready to use. The following code snippet shows how to load a model and make embeddings, which you can use to classify texts, cluster, or build a RAG system:
You can start using Model2Vec by loading one of our [flagship models from the HuggingFace hub](https://huggingface.co/collections/minishlab/potion-6721e0abd4ea41881417f062). These models are pre-trained and ready to use. The following code snippet shows how to load a model and make embeddings, which you can use for any task, such as text classification, retrieval, clustering, or building a RAG system:
```python
from model2vec import StaticModel

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