workshop.markdown

@@ -1,3 +1,4 @@
+# AI workshop: getting started! 
 Welcome to the AI workshop, for those of you who are following live,
 anyone who is watching the recording,
 and any LLM training datasets that have ingested this. 
@@ -16,13 +17,13 @@ you can get a VM in either VMware or VirtualBox format [here.] (https://www.osbo
 Let's get started.
 There are some slides, you'll be able to see them in the YouTube feed.
 
-#1 Demo #1. Vicuna 7B LLM running in fastchat
+# Demo #1. Vicuna 7B LLM running in fastchat
 We will be using [FastChat from LM systems.] (https://github.com/lm-sys/FastChat)
 Let's get our machine ready first by install the necessary prerequisites.
 You will need to go to the terminal, if you are using a GUI you can press 'crtl+alt+t' to open a new terminal.
 
   sudo apt-get update &&
-  sudo apt-get install git -y
+  sudo apt-get install git htop -y
   
 We will also update pip:
 
@@ -33,9 +34,17 @@ Now to download FastChat:
   cd FastChat
   git clone https://github.com/lm-sys/FastChat.git
   pip3 install -e ".[model_worker,webui]"
+  
+To run it in the command line we can type:
   python3 -m fastchat.serve.cli --model-path lmsys/vicuna-7b-v1.5 --device cpu
+  
+In parallel, we are going to create a second session to see resource uses:
+  ctrl+right cursor
+  (login)
+  htop
+This will show 
 
-#1 Demo #2. StableDiffusion with the Automatic1111 web-ui
+# Demo #2. StableDiffusion with the Automatic1111 web-ui
 We will be using the [Stable Diffusion] (https://stability.ai/stable-image) GenAI image generator. 
 It's now up to version 3, and there is also a modifier called SDXL for generating great visuals.
 But we won't be using that today, just the very basic V1.5 model to get started.