From a663cdbd42ec878cca3a2976a57bf696cae1e70b Mon Sep 17 00:00:00 2001
From: c4ch3c4d3 <23181631+c4ch3c4d3@users.noreply.github.com>
Date: Thu, 26 Mar 2026 20:09:49 -0600
Subject: [PATCH] Fixed Lab 2
---
content/labs/lab-2-llama-cpp-and-ollama.md | 9 ++--
content/labs/lab-3-oi-prompting.md | 16 +++---
.../1 - search qwen.png | Bin 0 -> 82727 bytes
.../2 - landing qwen.png | Bin 0 -> 121371 bytes
.../3 - Select Qwen.png | Bin 0 -> 160704 bytes
.../lab-3-oi-prompting_files/4 - Tag page.png | Bin 0 -> 91497 bytes
src/components/labs/LabContent.tsx | 47 +++++++++++++++++-
src/styles/globals.css | 18 ++++---
8 files changed, 70 insertions(+), 20 deletions(-)
create mode 100644 content/labs/lab-3-oi-prompting_files/1 - search qwen.png
create mode 100644 content/labs/lab-3-oi-prompting_files/2 - landing qwen.png
create mode 100644 content/labs/lab-3-oi-prompting_files/3 - Select Qwen.png
create mode 100644 content/labs/lab-3-oi-prompting_files/4 - Tag page.png
diff --git a/content/labs/lab-2-llama-cpp-and-ollama.md b/content/labs/lab-2-llama-cpp-and-ollama.md
index 01a8e6e..fd84aff 100644
--- a/content/labs/lab-2-llama-cpp-and-ollama.md
+++ b/content/labs/lab-2-llama-cpp-and-ollama.md
@@ -135,7 +135,7 @@ git clone https://huggingface.co/WhiteRabbitNeo/WhiteRabbitNeo-V3-7B
**LLaMa.cpp** makes it easy for us to package models downloaded in SafeTensors format to GGUF. We can convert the model with the following official project script command:
```bash
-python3 convert_hf_to_gguf.py /home/student/lab2/WhiteRabbitNeo/WhiteRabbitNeo-V3-7B/WhiteRabbitNeo-V3-7B --outfile /home/student/lab2/WhiteRabbitNeo/WhiteRabbitNeo-V3-7B.gguf
+convert_hf_to_gguf.py /home/student/lab2/WhiteRabbitNeo/WhiteRabbitNeo-V3-7B/WhiteRabbitNeo-V3-7B --outfile /home/student/lab2/WhiteRabbitNeo/WhiteRabbitNeo-V3-7B.gguf
```
### 4 Execute: Review Model Metadata
@@ -212,7 +212,7 @@ Quantization reduces memory footprints and speeds inference, but it typically ra
To generate an 8 bit, 4 bit, and 1 bit quantization, run the following commands:
- Warning: Although these quantization steps are provided for replication, pre-quantized support files are already available in /home/student/lab2/WhiteRabbitNeo/ for faster lab progress.
+ Warning: Although these quantization steps are provided for replication, pre-quantized support files are already available in /home/student/lab2/WhiteRabbitNeo/ for faster lab progress. You can skip these commands when participating in a live teaching session.
```bash
@@ -459,7 +459,7 @@ When finished, you will be presented with a prompt, similar to the `llama-cli` c
Similarly, we can do the same by pulling a model directly from **HuggingFace**. As long as the source file is a .gguf of any quantization level that fits within our system memory, Ollama can fetch it directly.
-1. **Select a Quantized Model from Objective 1** – visit [CodeIsAbstract](https://huggingface.co/CodeIsAbstract/Llama-3.2-1B-Q8_0-GGUF) in your browser.
+1. **Select the Quantized Model from Objective 1** – visit [CodeIsAbstract](https://huggingface.co/CodeIsAbstract/Llama-3.2-1B-Q8_0-GGUF) in your browser.
2. **Use this model** - Click Use this model → choose the Ollama tab. The page displays a ready‑to‑run command:
@@ -528,10 +528,9 @@ ollama run WhiteRabbitNeo
| `ollama list` | Shows all models currently registered with Ollama. |
| `ollama rm ` | Deletes the specified model (freeing disk space). |
| `ollama show ` | Prints model metadata (architecture, context length, quantization). |
+| `ollama show --modelfile` | Prints an existing model's modelfile. Often useful for templating our own. |
| `ollama serve` | Starts the OpenAI-compatible API server (runs automatically when you first use `ollama run`). |
-
-
---
## Conclusion
diff --git a/content/labs/lab-3-oi-prompting.md b/content/labs/lab-3-oi-prompting.md
index 5ff004d..c5f77d1 100644
--- a/content/labs/lab-3-oi-prompting.md
+++ b/content/labs/lab-3-oi-prompting.md
@@ -27,9 +27,9 @@ Password: student
Once you've successfully connected to Open WebUI, follow the registration instructions. Feel free to register with any information, as Kaggle instance will tear itself down after four hours (barring manual intervention or inactivity). Once successful, move on to the next objective.
-
+
@@ -49,8 +49,8 @@ Locate, pull, and run **Gemma 3 4B‑IT‑QAT** (a quant‑aware‑trained m
* Locate the search box at the top of the page.
-
-
+
Ollama homepage – use the search bar to look for “Gemma 3”.
@@ -64,8 +64,8 @@ Locate, pull, and run **Gemma 3 4B‑IT‑QAT** (a quant‑aware‑trained m
* Click the **`Tags`** link beneath the model description.
-
-
+
Tag view – each entry shows the model size and a short description.
@@ -76,8 +76,8 @@ Locate, pull, and run **Gemma 3 4B‑IT‑QAT** (a quant‑aware‑trained m
* The size column reads **`3.4 GB`**, indicating the VRAM required for inference.
-
-
+
Model size for `Qwen3.5:4b` (≈ 3.3 GB VRAM).
diff --git a/content/labs/lab-3-oi-prompting_files/1 - search qwen.png b/content/labs/lab-3-oi-prompting_files/1 - search qwen.png
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