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edge-inference

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UpdatedApril 2, 2026 at 21:12

""Optimize and deploy ML inference on edge devices. Use when: running LiteRT on Snapdragon XR1, configuring GPU/NNAPI delegates, optimizing memory for 6GB RAM constraint, reducing inference latency below 50ms, deploying Gemma 4 on phone, running MLX on Apple Silicon, profiling thermal throttling, battery-aware inference scheduling.""

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AlexiosBluffMara

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Data ScientistsComputer and Mathematical Occupations·SOC 15-2051

SKILL.md

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name	edge-inference
description
Optimize and deploy ML inference on edge devices. Use when	running LiteRT on Snapdragon XR1, configuring GPU/NNAPI delegates, optimizing memory for 6GB RAM constraint, reducing inference latency below 50ms, deploying Gemma 4 on phone, running MLX on Apple Silicon, profiling thermal throttling, battery-aware inference scheduling.""

edge-inference

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