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@@ -70,7 +70,7 @@ The Extended Task set have some tasks which are not in High Signal. These tasks
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    **Evaluation Results at 7 Billion Model Size with 350 Billion Tokens**
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- Given than training models of size 7 Billion parameters require lot more compute and so does evaluation, we have limited training to 350 billion tokens. We see that the models trained on GneissWeb outperform the models trained on FineWeb.V1.1 and FineWeb-Edu-score-2.
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  <img src="fig12.jpg" alt="fig12.jpg" style="width:1000px;"/>
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  &nbsp;&nbsp;**Evaluation Results at 7 Billion Model Size with 350 Billion Tokens**
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+ Given than training models of size 7 Billion parameters require lot more compute and so does evaluation, we have limited training to 350 billion tokens. We see that the models trained on GneissWeb outperform the models trained on FineWeb.V1.1.0 and FineWeb-Edu-score-2.
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  <img src="fig12.jpg" alt="fig12.jpg" style="width:1000px;"/>
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