#offline-inference News & Analysis

2 articles tagged with #offline-inference. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AIBullisharXiv – CS AI · 6h ago7/10

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Sim2Schedule: A Simulator-Guided LLM Framework for Autonomous Open-Pit Mine Scheduling

Researchers introduce Sim2Schedule, an LLM-based framework that uses a simulator to guide autonomous decision-making for open-pit mine scheduling, achieving 94-99% of optimal performance compared to traditional MILP optimization while scaling linearly in computation time and operating entirely offline without fine-tuning.

AIBullisharXiv – CS AI · 6h ago7/10

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FADA: Accessible fetal ultrasound interpretation and annotation with a selectively distilled unified vision-language model

FADA is a unified vision-language model that performs fetal ultrasound interpretation, detection, and segmentation through a single pipeline, addressing critical diagnostic gaps in low- and middle-income countries where sonographer shortages limit prenatal screening. The system runs on consumer hardware and smartphones entirely offline, achieving clinically validated performance metrics while requiring no external labels at inference.