Update README.md

README.md

@@ -7,26 +7,30 @@ sdk: static
 pinned: false
 ---
 
-## Hello, we're minish!
+## Hello, we're Minish!
 
-We're a two-person ([@pringled](https://huggingface.co/Pringled) and [@stephantulkens](https://huggingface.co/stephantulkens)) open-source company, with a focus on Natural Language Processing.
+We're a two-person ([@pringled](https://github.com/Pringled) and [@stephantul](https://github.com/stephantul)) open-source lab, with a focus on Natural Language Processing.
 
 We believe that if you make models fast enough, you unlock new possibilities.
 
 Using our software, you can:
-* Ingest the entire English Wikipedia in 5 minutes
-* Classify tens of thousands of documents per second on CPU
+* Embed the entire English Wikipedia in 5 minutes
+* Classify tens of thousands of documents per second on a CPU
 * Approximately deduplicate extremely large datasets in minutes
 * Build the fastest RAG application in the world
 * Easily evaluate which ANN algorithm works best for your data
 
 Our projects:
 
-* [model2vec](https://github.com/MinishLab/model2vec): make tiny models that are still really really good.
-* [potion](https://huggingface.co/minishlab/potion-base-8M): the best small model in the world. 100-500x faster than a sentence-transformer, and almost as good.
+* [model2vec](https://github.com/MinishLab/model2vec): tiny static embedding models with state-of-the-art performance.
+* [potion](https://huggingface.co/collections/minishlab/potion-6721e0abd4ea41881417f062): the best small models in the world. 100-500x faster than a sentence-transformer, and almost as good.
 * [vicinity](https://github.com/MinishLab/vicinity): consistent interfaces to many approximate nearest neighbor algorithms.
-* [semhash](https://github.com/MinishLab/semhash): lightning-fast, super accuracte, approximate deduplication for your text datasets.
+* [semhash](https://github.com/MinishLab/semhash): lightning-fast, super accuracte, semantic deduplication and filtering for your text datasets.
+* [model2vec-rs](https://github.com/MinishLab/model2vec-rs): a Rust port of model2vec.
+
+
 
 You can also find us on: 
 🔬 [GitHub](https://github.com/MinishLab)
 👽 [LinkedIn](https://www.linkedin.com/company/minish-lab/)
+💬 [Discord](https://discord.gg/4BDPR5nmtK)