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  Prisma-VL-8B is a reference implementation of an introspective transformer architecture. The model uses its confidence to calibrate subsequent predictions.
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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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  Prisma-VL-8B is a reference implementation of an introspective transformer architecture. The model uses its confidence to calibrate subsequent predictions.
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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.