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@@ -24,9 +24,7 @@ Prisma-VL-8B is a reference implementation of an introspective transformer archi
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  This is the result of several months of experimentation to reverse engineer Claude's introspective abilities.
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- This architectural modification was applied to Qwen3-VL-8B and further finetuned with an introspective dataset.
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- Note: Finetuning is ongoing. This is the first checkpoint. I will update it with the final checkpoint after training is complete.
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  ## Core Architecture
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  This is the result of several months of experimentation to reverse engineer Claude's introspective abilities.
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+ This architectural modification was applied to Qwen3-VL-8B and further knowledge distillation from Claude, focused on introspective tasks.
 
 
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  ## Core Architecture
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