Reworked documentation

README.md

@@ -73,7 +73,7 @@ This will install the base inference package, which only depends on `numpy` and
 pip install model2vec[distill]
 ```
 
-The easiest way to get started with Model2Vec is to load one of our [flagship models from the HuggingFace hub](https://huggingface.co/minishlab). These models are pre-trained and ready to use. The following code snippet shows how to load a model and make embeddings:
+The easiest way to get started with Model2Vec is to load 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:
 ```python
 from model2vec import StaticModel