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ROLV
20× faster AI inference. 81.5% less energy. No new hardware.
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@rolv
20× faster AI inference. 81.5% less energy. No new hardware.
ROLV provides a sparse compute primitive that accelerates AI inference throughput by 20.7x without requiring hardware modifications or model retraining. It supports diverse platforms including NVIDIA, AMD, Intel, and Apple Silicon for deployment on both API and desktop environments.
Ideal for: Developers, DevOps Engineers, and Data Scientists who need to accelerate AI inference and reduce energy costs across multi-vendor hardware environments.
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Comments (1)
ROLV is a new compute primitive that detects structured sparsity in model weights and skips provably-zero computation entirely — no approximation, no quantization. Benchmarked on real Llama 4 Maverick