Update doxa.md

Author: RachHG

content/en/blog/doxa.md

@@ -11,9 +11,13 @@ url: "/doxa/"
 
 *Join a competition to train a Large Language Model for mental health data. You don't need to have trained a Large Language Model before.*
 
+{{< grid columns="2" >}}
+  {{< card heading="Register on DOXA AI" copy="Enter the competition on DOXA AI by fine tuning your own large language model and improve Harmony!" url="https://doxaai.com/competition/harmony-matching" >}}
+  {{< card heading="Join our Discord" copy="Join the Harmony Discord server. Check out the 🏅「matching-challenge」 channel!" url="https://discord.com/invite/harmonydata" >}}
+{{< /grid >}}
 
-We would like to improve Harmony's matching algorithm. Sometimes, Harmony mistakenly thinks that sentences are similar when a psychologist would consider them dissimilar, or vice versa. We have evaluated Harmony's performance [in this blog post](/nlp-semantic-text-matching/measuring-the-performance-of-nlp-algorithms/).
 
+We would like to improve Harmony's matching algorithm. Sometimes, Harmony mistakenly thinks that sentences are similar when a psychologist would consider them dissimilar, or vice versa. We have evaluated Harmony's performance [in this blog post](/nlp-semantic-text-matching/measuring-the-performance-of-nlp-algorithms/).
 
 
 
@@ -26,10 +30,6 @@ We would like to improve Harmony's matching algorithm. Sometimes, Harmony mistak
 We would like to improve Harmony with a *fine tuned* large language model. We have teamed up with DOXA AI and made an online competition where you can improve on the off-the-shelf LLMs which we are currently using. You can win up to £500 in vouchers! [Click here to join the Harmony matching competition on DOXA AI](https://doxaai.com/competition/harmony-matching).
 
 
-{{< grid columns="2" >}}
-  {{< card heading="Try competition" copy="Compete on DOXA AI by fine tuning your own large language model and improve Harmony!" url="https://doxaai.com/competition/harmony-matching" >}}
-  {{< card heading="Join community" copy="Join the Harmony Discord server. Check out the 🏅「matching-challenge」 channel!" url="https://discord.com/invite/harmonydata" >}}
-{{< /grid >}}
 
 
 ## Webinar recording