2nd POC for How to Use ROCm for AI (#282)

* Initial draft for How-to POC

* Zone.identifier file removed

* Broken links in index.md fixed

* Zone.identifier file removed

* Review feedback incorporated

* Title updated

* New format for ROCm for AI TOC created

* Folder structure changed

* ROCm for AI index updated

* Link to Llama recipe updated

* Review feedback added

* Feedback from Cindy added

* Intro text from Cindy added

* New flow suggested by Hongxia incorporated

* Overview content from Cindy added, TOC updated, Meta data updated

* Reference to HPC removed

* Listing alignment updated

* Overview page updated

* Folder structure and link change resulted from TOC change updated

* Content sequence updated

* Meta data updated

* Review feedback incorporated

* Index file renamed

* Conf file updated for OS compatibility info

* update metadata (#4)

update metadata

fix spelling

* Wordlist updated

---------

Co-authored-by: Peter Park <peter.park@amd.com>

.wordlist.txt

@@ -582,6 +582,7 @@ gRPC
 galb
 gcc
 gdb
+gemm
 gfortran
 gfx
 githooks
@@ -647,6 +648,7 @@ len
 libfabric
 libjpeg
 libs
+linalg
 linearized
 linter
 linux
@@ -719,6 +721,7 @@ quantile
 quantizer
 quasirandom
 queueing
+radeon
 rccl
 rdc
 rdma