add tokenization, embeddings, quantization

slides/introduction.html

@@ -139,7 +139,7 @@ <h3>Pre-workshop setup</h3>
 				</p>
 			</aside>
 		</section>
-
+ 
 
 		<section data-background="#e6f7ff">
 			<h3>Background</h3>
@@ -321,6 +321,52 @@ <h3>Open Jupyter Notebooks</h3>
 			</aside>
 		</section>
 
+		<section data-background="#e6f7ff">
+			<h3>Tokenization: Types </h3>
+			<img height="400px" src="tokenization_types.png">
+			<p style="color:blue;font-size:11px;"> From https://medium.com/@abdallahashraf90x/tokenization-in-nlp-all-you-need-to-know-45c00cfa2df7</p>
+			<aside class="notes">
+				<p>
+
+				</p>
+			</aside>
+		</section>
+
+		<section data-background="#e6f7ff">
+			<h3>Tokenization: Example </h3>
+			<img height="400px" src="tokenization_example.png">
+			<p style="color:blue;font-size:11px;"> From https://towardsdatascience.com/why-are-there-so-many-tokenization-methods-for-transformers-a340e493b3a8</p>
+			<aside class="notes">
+				<p>
+
+				</p>
+			</aside>
+		</section>
+
+		<section data-background="#e6f7ff">
+			<h3>Embeddings </h3>
+			<img height="400px" src="embeddings.png">
+			<p style="color:blue;font-size:11px;"> From https://medium.com/@hari4om/word-embedding-d816f643140</p>
+			<aside class="notes">
+				<p>
+
+				</p>
+			</aside>
+		</section>
+
+		<section data-background="#e6f7ff">
+			<h3>Quantization </h3>
+			<img height="400px" src="quantization.png">
+			<p style="color:blue;font-size:11px;"> From  https://www.tensorops.ai/post/what-are-quantized-llms</p>
+			<aside class="notes">
+				<p>
+
+				</p>
+			</aside>
+		</section>
+
+
+
 		<section data-background="#e6f7ff">
 			<h3>Fine tuning LLMs</h3>
 			<ul>