SSM

All posts under tag "SSM"

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[Paper Review] Marconi: Prefix Caching for the Era of Hybrid LLMs

[Paper Review] Marconi: Prefix Caching for the Era of Hybrid LLMs

[Paper Review] Marconi: Prefix Caching for the Era of Hybrid LLMs

Paper Link Marconi: Rethinking Prefix Caching for the Hybrid LLM Era TL;DR Marconi introduces a prefix-caching framework for hybrid LLM …

October 08, 2025

2411.19379v3 Marconi Hybrid LLM Prefix Caching Inference Optimization FLOP-aware Scheduling SSM vLLM Serving Efficiency

[Paper Review] Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

[Paper Review] Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

[Paper Review] Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

Paper Link Structured State Space Duality: Unifying SSMs and Attention with Mamba-2 for 2–8× Acceleration TL;DR Structured State-Space …

October 03, 2025

Mamba Mamba-2 Structured State Space Duality SSD State Space Models SSM Transformer Attention Mechanism Long Context Efficient Training FlashAttention Sequence Modeling Scaling Laws Parallelism GPU Acceleration 2405.21060v1