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GAIR-NLP · Feb 18, 2024 · f759c94 · f759c94
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diff --git a/README.md b/README.md
@@ -34,7 +34,7 @@ Through this collaborative synergy, we expect the generated instruction data to
 
 
 <div align=center><img src="./figs/Math_Results.jpg" style="zoom: 25%;" /></div>
-<center>The accuracy of the GSM8K test set for LLaMA-2-13B and Mistral-7B models fine-tuned on the training set of GSM8K and MATH with and without ReAlign. (a): Training on GSM8K. (b): Training on MATH and testing on GSM8K (Out-of-Distribution Setting).</center>
+<center>The accuracy of the GSM8K test set for LLaMA-2-13B and Mistral-7B models fine-tuned on the training set of GSM8K and MATH with and without ReAlign. (a): Training and testing on GSM8K. (b): Training on MATH and testing on GSM8K (Out-of-Distribution Setting).</center>
 
 
 <div align=center><img src="./figs/overall_figs.jpg" style="zoom: 25%;" /></div>

diff --git a/figs/Math_Results.jpg b/figs/Math_Results.jpg
diff --git a/index.html b/index.html
@@ -187,7 +187,7 @@ <h2 class="title is-3">Introduction</h2>
 <figure>
             <img src="figs/Math_Results.jpg" width=100% alt="Description of first image"/>
   <figcaption>
-    The accuracy of the GSM8K test set for LLaMA-2-13B and Mistral-7B models fine-tuned on the training set of GSM8K and MATH with and without <b>ReAlign</b>. (a): Training on GSM8K. (b): Training on MATH and testing on GSM8K (Out-of-Distribution Setting).
+    The accuracy of the GSM8K test set for LLaMA-2-13B and Mistral-7B models fine-tuned on the training set of GSM8K and MATH with and without <b>ReAlign</b>. (a): Training and testing on GSM8K. (b): Training on MATH and testing on GSM8K (Out-of-Distribution Setting).
     </figcaption>
 </figure>
                   </div>