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What If a Transformer Never Had to Forget? Meet the Recurrent Looped Transformer (RLT)

Community description: You ask a language model a one-line question — it processes it through 48 layers. You paste a...

Dev.to | Sep 15, 2026 | Neha Maurya

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Recurrent Looped Transformer (RLT) pairs a causal encoder with a recurrent decoder. Each token executes 96 logical blocks (48 encoder + 48 decoder). Reference configuration: 48 tied encoder + 48 tied decoder layers = 96 logical blocks per token.

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