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@@ -18,7 +18,7 @@ pipeline_tag: feature-extraction
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  This version is not fully trained. It was only trained on a fraction of wikipedia 103, meaning it will be highly unreliable overall,
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  but the proof of concept is present and there will be a full version.
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- Based on that data; it reaches a ModernBert 0.92% and LongFormer 71% accuracy accordingly using the full wikipedia validation set.
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  This geometric memory when fully saturated with the necessary information, will create deeply complex encodings along many spectrum of encodings.
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  For now it's only an approximation. An EFFECTIVE approximation, but still an approximation of what's to come.
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  This version is not fully trained. It was only trained on a fraction of wikipedia 103, meaning it will be highly unreliable overall,
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  but the proof of concept is present and there will be a full version.
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+ Based on that data; it reaches a ModernBert 0.92% and LongFormer 71% accuracy accordingly using a piece of the wikipedia validation set, roughly 3000 articles.
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  This geometric memory when fully saturated with the necessary information, will create deeply complex encodings along many spectrum of encodings.
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  For now it's only an approximation. An EFFECTIVE approximation, but still an approximation of what's to come.
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