Update ReadMe and make the Documentation Deployment more robust (#726)

Author: ParagEkbote

README.md

@@ -63,6 +63,8 @@
 
 We've also added optimized Post-Training kernels that deliver **up to 80% memory savings** for alignment and distillation tasks. We support losses like DPO, CPO, ORPO, SimPO, KTO, JSD, and many more. Check out [how we optimize the memory](https://x.com/hsu_byron/status/1866577403918917655).
 
+You can view the documentation site for additional installation, usage examples, and API references:https://linkedin.github.io/Liger-Kernel/
+
 ## Supercharge Your Model with Liger Kernel
 
 ![Banner](https://raw.githubusercontent.com/linkedin/Liger-Kernel/main/docs/images/banner.GIF)

mkdocs.yml

@@ -1,7 +1,6 @@
 site_name: Liger-Kernel Docs
-site_dir: './doc_site'
-# site_url: https://linkedin.github.io/Liger-Kernel/
-# site_author: LinkedIn
+site_url: https://linkedin.github.io/Liger-Kernel/
+site_author: LinkedIn
 site_description: Efficient Triton Kernels for LLM Training
 theme:
   name: material