diff --git a/docs/2024/pept_relora_n_galore/index.html b/docs/2024/pept_relora_n_galore/index.html
index 55e11dc..89d049d 100644
--- a/docs/2024/pept_relora_n_galore/index.html
+++ b/docs/2024/pept_relora_n_galore/index.html
@@ -37,16 +37,16 @@
 
 
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-    <meta name="og:image" content="https://text-machine-lab.github.io/blog/assets/images/busters-card.png">
+    <meta name="twitter:image" content="https://text-machine-lab.github.io/blog/assets/images/relora_algo.png">
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-    content="Models of BERT family are overall robust to pruning, but they have an Achilles heel: the outlier dimensions, without which the quality of the model drops significantly.">
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