Update README.md

README.md

@@ -10,9 +10,13 @@ pinned: false
 ![Biohub-White-Logo_Trans-Background_450px-Wide](https://cdn-uploads.huggingface.co/production/uploads/665e46b0e3871c05d46c6ce6/Io7pFWa7UMf0Vp1x9Vzqd.png#hf-dark-mode-only)
 ![Biohub-Black-Logo_Trans-Background_450px-Wide](https://cdn-uploads.huggingface.co/production/uploads/665e46b0e3871c05d46c6ce6/hxdiRxNVVKl1g5z9EM7eo.png#hf-light-mode-only)
 
+🌐 Access ESM through [Biohub](http://biohub.ai/)
+
+🔍 Explore the [ESM Atlas App](https://biohub.ai/esm/protein/atlas)
+
 👋 Join our community of ESM users on [Slack](https://join.slack.com/t/esm-community/shared_invite/zt-3mxj7lusy-lsM0BYttonon8fH8TGq71A)
 
-🖥️ Learn about our models with tutorials on our [Github](https://github.com/Biohub/esm)
+🖥️ Learn about our models with tutorials on our [Github](https://github.com/Biohub/esm/tree/main/cookbook/tutorials)
 
 
 # Our mission is to cure or prevent all disease
@@ -22,9 +26,20 @@ Biohub is building the first large-scale scientific initiative combining frontie
 In 2025, EvolutionaryScale, a frontier AI research lab behind groundbreaking life sciences AI, joined Biohub to accelerate this mission. Learn more about Biohub [here](http://biohub.ai/). 
 
 # Featured Models
-View our available models [here](https://huggingface.co/biohub/models).
 
-* [ESMC](https://huggingface.co/collections/biohub/esmc-model-family) is a next-generation protein language model that establishes a new frontier of performance and is fully open. The model predicts protein sequences across all of life, compressing billions of years of biological experimentation into a world model that implicitly encodes the rules of structure, function, and viability, resulting in a map of protein biology.
+* [ESMC](https://huggingface.co/biohub/ESMC-6B) is a state-of-the-art language model that has learned the rules of protein biology from training on billions of protein sequences. ESMC provides digital representations of proteins enabling novel AI applications from therapeutic protein engineering to unlocking basic insights into protein biology across life.
+ * [ESMFold2](https://huggingface.co/biohub/ESMFold2) is a state-of-the-art model for protein structure prediction and design that defines a new frontier for speed and accuracy. The model achieves unprecedented success rates for protein binder and antibody generation, validated through biophysical and functional characterization.
+
+Learn more about the next frontier of unsupervised protein generation [here](https://biohub.ai/esm/protein)
+
+View all our highlighted models [here](https://huggingface.co/biohub/collections).	
+
+# ESM Atlas 
+
+ESM Atlas is the largest-scale application of AI to protein biology to date, encompassing 6.8 billion proteins and has resolved 1.1 billion structures that can help scientists understand biology at a new scale and discover proteins for a variety of uses.
+Explore the Atlas [here](https://biohub.ai/esm/protein/atlas).
 
 # Contact Us
-Reach out to support@biohub.org with any questions or concerns. 
+Reach out to support@biohub.org with any questions or concerns. 
+
+