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predictive-inference

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Larsvanderlaan / SelfCalibratingConformal

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An implementation of Self-Calibrating Conformal Prediction, accepted to Neurips 2024. SC-CP combines Venn-Abers calibration and conformal prediction to deliver calibrated point predictions alongside prediction intervals with finite-sample validity conditional on these predictions.

calibration uncertainty-quantification conformal-prediction prediction-intervals venn-abers isotonic-calibration predictive-inference
  • Updated Apr 16, 2026
  • Jupyter Notebook

FonaTech / Project_Chronos

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⚡ Zero-Stall MoE Inference via Lookahead Prediction & Async DMA Prefetching. Optimized for SSD I/O with Hybrid MLA+Sliding Window Attention.

open-source artificial-intelligence lora high-throughput open-models mixture-of-experts llm generative-ai large-language-model streaming-llm predictive-inference sliding-window-attention io-latency-hiding async-dma ssd-offloading lookahead-routing mla-attention dual-layer-moe
  • Updated Apr 23, 2026
  • Python

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