Update PROMPT-EXAMPLES.md

PROMPT-EXAMPLES.md

@@ -1,5 +1,20 @@
 # Prompt Examples
 
+<div style='background: #eefaff; border: 1px solid #91cefd; padding:1em; border-radius:3px; margin-bottom:2em;'>
+<h1 style='margin:0'>Note about embeddings and LoRAs</h1>
+<div style='margin:0; margin-top: 1em; margin-left:1em;'>
+  <p>While some of the prompts contain embeddings and LoRAs,
+  all images here have been generated with all LoRAs and embeddings <b>disabled</b>.</p>
+
+  <p>
+    In other words, these prompts show the raw output from the model as-is.
+    The embeddings have been included for reference only, since the example prompts were 
+    picked from various openly published prompts.
+  </p>
+</div>
+</div>
+
+
 ## Wizard
 ![Chibi sample](https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/resolve/main/examples/wizard.jpg)
 [Prompt](https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/blob/main/examples/wizard.txt) | [Spread](https://huggingface.co/datasets/hearmeneigh/e621-rising-v3-preliminary-data/blob/main/examples/wizard-spread.jpg)