Fixing typos.

Typos happen, this is me fixing them.

Signed-off-by: JJ Asghar <[email protected]>

Author: jjasghar

docs/lab-1/README.md

@@ -19,7 +19,7 @@ Why did we select Granite as the LLM of choice for this exercise?
 
 Granite Code was produced by IBM Research, with the goal of building an LLM that had only seen code which used enterprise-friendly licenses. According to section 2 of the Granite Code paper ("[Granite Code Models: A Family of Open Foundation Models for Code Intelligence][paper]),the IBM Granite Code models meticulously curated their training data for licenses, and to make sure that all text did not contain any hate, abuse, or profanity.
 
-Many open LLMs available today license the model itself for derivative work, but because they bring in large amounts of training data without discriminating by license, most companies can't use the output of those models since it potentially presents intellectual property concerns. Granite 
+Many open LLMs available today license the model itself for derivative work, but because they bring in large amounts of training data without discriminating by license, most companies can't use the output of those models since it potentially presents intellectual property concerns. Granite
 
 Granite Code comes in a wide range of sizes to fit your workstation's available resources. Generally, the bigger the model, the better the results, with a tradeoff: model responses will be slower, and it will take up more resources on your machine. I chose the 20b option as my starting point for chat and the 8b option for code generation. Ollama offers a convenient pull feature to download models:
 

docs/lab-2/README.md

@@ -2,13 +2,13 @@
 
 Lets play with our new found local AI Open Source AI!
 
-## Sanity check≤
+## Sanity checks
 
 When you open up `continue` inside of VSCode it should look something like:
 ![](https://docs.continue.dev/assets/images/understand-ca0edc3d06922dd4a95e31fa06f999ec.gif)
 
 Before we go any farther, write in "Who is batman?" to verify that `ollama`,
-VSCode, and `continue` are all working correctly. 
+VSCode, and `continue` are all working correctly.
 
 !!! troubleshooting
     If Continue is taking a long time to respond, restart Visual Studio Code. If that doesn't resolve your issue, restart Ollama.

docs/pre-work/README.md

@@ -3,9 +3,12 @@
 These are the required applications and general installation notes for this workshop.
 
 You'll need:
+
 * [Ollama](#ollama) - This application allows you to locally host an LLM model on your computer.
+
 * [Visual Studio Code](#visual-studio-code) - We'll be walking through an extension to VSCode in this workshop.
-* [Python](#python) - Python is required because...?? ## TODO
+
+* [Python](#python) - Python is required because of InstructLab, and the demo code will be run on it.
 
 ## Ollama
 
@@ -17,7 +20,7 @@ You'll need:
 
 Unzip the folder, and move the Ollama app to your applications folder.
 
-##### -OR- Terminal Installation
+##### Terminal Installation
 
 Open up a terminal, and install [homebrew](https://brew.sh/).
 
@@ -57,17 +60,17 @@ Install Code via the website [here](https://code.visualstudio.com/Download).
 
 ## Python
 
-Python is a whole programming language. There are multpile ways to install it, and
-[here is the offical website](https://www.python.org). Please take a moment and if you can't run
-the following command, reach out to a teaching assissant or instructor to help you
+Python is a whole programming language. There are multiple ways to install it, and
+[here is the official website](https://www.python.org). Please take a moment and if you can't run
+the following command, reach out to a teaching assistant or instructor to help you
 get resolved.
 
 ```bash
 python --version
-Python 3.12.4
+Python 3.11.4
 ```
 
-Please confirm that your `python --version` is at least `3.11+` for the best experiance.
+Please confirm that your `python --version` is at least `3.11+` for the best experience.
 
 With this you should have the applications you need, let's start the workshop!