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@@ -7,6 +7,4 @@ An untrained precursor MoE created from Cosmo using mergekit.
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  Gate routing initialized using prompt hidden state method. Five are based on the visualized topic clusters of Cosmopedia data, three are task-oriented.
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- Degenerate layers are 0, 1, and 2 (I believe this means experts will be underutilized for the lowest-level features).
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- Best I could do with test-and-try prompt-based routing.
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- Further research might start from the reversed direction, if available in some interpretability tool (activating layer into prompts).
 
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  Gate routing initialized using prompt hidden state method. Five are based on the visualized topic clusters of Cosmopedia data, three are task-oriented.
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+ Degenerate layers were 0, 1, and 2. Expert gates for layers 0, 1, and 2 have been randomly initialized to with luck mitigate this.