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NathanGodey · Nov 8, 2024 · 84ac7d5 · 84ac7d5
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diff --git a/markdown/course5_inference.md b/markdown/course5_inference.md
@@ -199,7 +199,7 @@ How to reduce the distance between $q(x)$ and $p(x)$ when the assistance model i
 
 ### Layer skip: self speculative decoding
 
-Speculative decoding comes with two inconvenients:
+Speculative decoding comes with two inconveniences:
 
 - Loading two models in memory
 - Making sure the assistant model output a token distribution as close as possible to the main model

diff --git a/markdown/course6_risks.md b/markdown/course6_risks.md
@@ -8,7 +8,7 @@ marp: true
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-# **Handling the Risks of Language Models**
+# **Course 6: Handling the Risks of Language Models**
 
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-    # **Handling the Risks of Language Models**
+    # **Course 6: Handling the Risks of Language Models**
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