most citedUncertainty-Aware Wildfire Smoke Density Classification from Satellite Imagery via CBAM-Augmented EfficientNet with Evidential Deep Learning

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cs.LG2026

The Illusion of Equivalence: Systematic FP16 Divergence in KV-Cached Autoregressive Inference

Ranjith Chodavarapu, Lei Xu

KV caching is a ubiquitous optimization in autoregressive transformer inference, long presumed to be numerically equivalent to cache-free computation. This assumption fails under s…