fix: typo at configuration_hyperparameters.md (#1103)

docs/basics/configuration_hyperparameters.md

@@ -158,7 +158,7 @@ import Pres from '@site/docs/assets/basics/openai_presence_penalty.webp';
 
 <div className="flex flex-col sm:flex-row justify-between">
   <div>
-The presence penalty is similar to the frequency penalty, but flatly penalizes tokens based on if they have ocurred or not, instead of proportionally.
+The presence penalty is similar to the frequency penalty, but flatly penalizes tokens based on if they have occurred or not, instead of proportionally.
   </div>
   <div className="mt-4 sm:mt-0 sm:ml-auto">
     <img src={Pres} className="img-docs w-20 sm:w-auto" />
@@ -182,4 +182,4 @@ In conclusion, mastering settings like temperature, top p, maximum length and ot
 Partly written by jackdickens382 and evintunador
 
 [^a]: A more technical word is "configuration hyperparameters"
-[^b]: Also known as Nucleus Sampling
+[^b]: Also known as Nucleus Sampling