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Effective State-Size

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04:08
2026-09-16
liquid.ai
machine-learning

Effectively Does a Model Use Its Memory (2025)

Researchers introduced Effective State-Size (ESS), a proxy metric for memory utilization in deep learning sequence models, in a paper accepted at ICML 2025. The work shows that any equivalent recurren…

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ICML 2025 1 Quantifying Memory Utilization with Effective State-Size 1
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machine learning 1 large language models 1 ai research 1 neural networks 1