Update README.md

README.md

@@ -123,12 +123,11 @@ print(tokenizer.decode(output_ids[input_ids.shape[1]:], skip_special_tokens=True
 This model is experimental and might not be fully evaluated for all use cases. Developers should assess risks in the context of their specific applications.
 
 # Follow Us & Support
-https://twitter.com/opentyphoon
-
-https://discord.gg/CqyBscMFpg
+- https://twitter.com/opentyphoon
+- https://discord.gg/CqyBscMFpg
 
 # Acknowledgements
-We would like to thank the Bunny team for open-sourcing their code and data, and thanks to the Google Team for releasing the fine-tuned SigLIP that allowed us to adopt its encoder. Thanks to many other open-source projects for their useful knowledge sharing, data, code, and model weights.
+We would like to thank the Bunny team for open-sourcing their code and data, and thanks to the Google Team for releasing the fine-tuned SigLIP which we adopt for our vision encoder. Thanks to many other open-source projects for their useful knowledge sharing, data, code, and model weights.
 
 ## Typhoon Team
 Parinthapat Pengpun, Potsawee Manakul, Sittipong Sripaisarnmongkol, Natapong Nitarach, Warit Sirichotedumrong, Adisai Na-Thalang, Phatrasek Jirabovonvisut, Pathomporn Chokchainant, Kasima Tharnpipitchai, Kunat Pipatanakul