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# Asterisk
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**Asterisk** is a research implementation that combines the **ASPP (Adjacency-Structured Parallel Propagation)** operator with standard attention mechanisms to enhance the SmolLM2-135M model. The model implements a hybrid architecture that fuses graph-based local reasoning (ASPP) with global attention for improved expressiveness on structured reasoning tasks.
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# Asterisk: Hybrid ASPP-Attention Architecture
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**Asterisk** is a research implementation that combines the **ASPP (Adjacency-Structured Parallel Propagation)** operator with standard attention mechanisms to enhance the SmolLM2-135M model. The model implements a hybrid architecture that fuses graph-based local reasoning (ASPP) with global attention for improved expressiveness on structured reasoning tasks.
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