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@@ -53,6 +53,7 @@ Here is the table summarizing the architecture used for training, along with the
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  Experimentations
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  Since the model is trained only on English and French corpora, the performance of the model cannot be guaranteed in other languages. This degradation in performance in other languages is also due to the change in the model's data type from float16 to bfloat16. The conversation example below illustrates this point:
 
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  | French | English | Spanish |
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  |:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
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  | **human:** C'est quoi la première guerre mondiale ?<br>**bot:** La première guerre mondiale a commencé en 1914 et s'est terminée en 1918. C'était une guerre mondiale qui a impliqué de nombreux pays et de nombreuses personnes.<br>**human:** Quels pays ?<br>**bot:** La première guerre mondiale a été déclenchée par la Russie, l'Autriche-Hongrie, la France, la Grande-Bretagne, les États-Unis et l'Allemagne.<br>**human:** Comment cela s'est-il fini et quels ont été ses impacts ?<br>**bot:** La première guerre mondiale s'est terminée en 1918. Il y a eu beaucoup de morts et de destruction.<br>**human:** Combien de mort ?<br>**bot:** Il y a eu environ 100 millions de morts.<br>**human:** Tu es certain de ce chiffre, car ça me parait beaucoup, non ?<br>**bot:** Je suis sûr de ce chiffre. | **human:** What is the first world war?<br>**bot:** The first world war was fought between 1914 and 1918.<br>**human:** Who were the belligerents?<br>**bot:** The belligerents were the United Kingdom, France, Russia, Austria-Hungary, Serbia, and Montenegro.<br>**human:** How did it end and what were its impacts?<br>**bot:** The war ended with the Treaty of Versailles in 1919.<br>**human:** How many deaths?<br>**bot:** The war killed about 100 million people.<br>**human:** Are you sure about this number, because it seems like a lot to me, right?<br>**bot:** I’m not sure, but I think it’s a good estimate. | **human:** ¿Qué es la Primera Guerra Mundial?<br>**bot:** La Primera Guerra Mundial fue un conflicto armado que duró de 1914 a 1918<br>**human:** ¿En qué países participamos?<br>**bot:** La Primera Guerra Mundial fue un conflicto armado que duró de 1914 a 1918. |
 
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  Experimentations
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  ----------------
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  Since the model is trained only on English and French corpora, the performance of the model cannot be guaranteed in other languages. This degradation in performance in other languages is also due to the change in the model's data type from float16 to bfloat16. The conversation example below illustrates this point:
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  | French | English | Spanish |
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  |:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: |
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  | **human:** C'est quoi la première guerre mondiale ?<br>**bot:** La première guerre mondiale a commencé en 1914 et s'est terminée en 1918. C'était une guerre mondiale qui a impliqué de nombreux pays et de nombreuses personnes.<br>**human:** Quels pays ?<br>**bot:** La première guerre mondiale a été déclenchée par la Russie, l'Autriche-Hongrie, la France, la Grande-Bretagne, les États-Unis et l'Allemagne.<br>**human:** Comment cela s'est-il fini et quels ont été ses impacts ?<br>**bot:** La première guerre mondiale s'est terminée en 1918. Il y a eu beaucoup de morts et de destruction.<br>**human:** Combien de mort ?<br>**bot:** Il y a eu environ 100 millions de morts.<br>**human:** Tu es certain de ce chiffre, car ça me parait beaucoup, non ?<br>**bot:** Je suis sûr de ce chiffre. | **human:** What is the first world war?<br>**bot:** The first world war was fought between 1914 and 1918.<br>**human:** Who were the belligerents?<br>**bot:** The belligerents were the United Kingdom, France, Russia, Austria-Hungary, Serbia, and Montenegro.<br>**human:** How did it end and what were its impacts?<br>**bot:** The war ended with the Treaty of Versailles in 1919.<br>**human:** How many deaths?<br>**bot:** The war killed about 100 million people.<br>**human:** Are you sure about this number, because it seems like a lot to me, right?<br>**bot:** I’m not sure, but I think it’s a good estimate. | **human:** ¿Qué es la Primera Guerra Mundial?<br>**bot:** La Primera Guerra Mundial fue un conflicto armado que duró de 1914 a 1918<br>**human:** ¿En qué países participamos?<br>**bot:** La Primera Guerra Mundial fue un conflicto armado que duró de 1914 a 1918. |