Update README.md

Author: whitphx

README.md

@@ -92,11 +92,11 @@ out = await pipe('I love transformers!')
 print(out)
 ```
 
-### stlite (Serverless Streamlit)
+### Stlite (In-browser Streamlit)
 
-[![stlite sharing screenshot](./docs/images/stlite_sharing.png)](https://edit.share.stlite.net/#!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,)
+[![Stlite Sharing screenshot](./docs/images/stlite_sharing.png)](https://edit.share.stlite.net/#!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,)
 
-[👉 Online Demo](https://edit.share.stlite.net/#!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,) : try out this code online.
+[👉 Online Demo](https://edit.share.stlite.net/#!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,): try out this code online.
 
 ```python
 import streamlit as st
@@ -118,7 +118,7 @@ if text:
     st.write(out)
 ```
 
-### Gradio-lite
+### Gradio-Lite
 
 ![Gradio-lite screenshot](./docs/images/Gradio-lite.png)
 
@@ -175,7 +175,9 @@ demo.launch()
 
 [👉 Online demo](https://huggingface.co/spaces/abidlabs/gradio-lite-classify)
 
-For more details about Gradio-lite, please read [Gradio-Lite: Serverless Gradio Running Entirely in Your Browser (huggingface.co)](https://huggingface.co/blog/gradio-lite).
+The following articles help learn more:
+* [Gradio-Lite: Serverless Gradio Running Entirely in Your Browser](https://huggingface.co/blog/gradio-lite)
+* [Building Serverless Machine Learning Apps with Gradio-Lite and Transformers.js](https://www.gradio.app/guides/gradio-lite-and-transformers-js)
 
 ### Shinylive