Edge AI Optimization

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Scoured 83 posts in 55.9 ms

FlexNPU: Transparent NPU Virtualization for Dynamic LLM Prefill-Decode Co-location

 🦉Qwen  Content type: Academic
arxiv.org·

LLM Inference Handbook 2026

 🤖AI
pub.towardsai.net
·

A generalist biomedical vision-language model via multi-CLIP knowledge distillation

 🪄Prompt Engineering  Content type: Academic
nature.com·
Less-relevant results

AMD's Lemonade SDK For Local AI Adds NVIDIA CUDA Support

 🤖AI
phoronix.com·

DeepSeekV4 1.6T Day 0 to Day 43 Performance Over Time - Huawei, GB300 NVL72, MI355X, B200

 ⚡Fast AI Inference  Content type: News
newsletter.semianalysis.com
··Hacker News

The Edge LLM Offload Story

 🛡️Privacy
semiengineering.com·

Shrinking a Neural Network Often Makes It Smarter

 🤖AI
siliconopera.com·

harshuljain13/llm-inference-at-scale: A Practitioner handbook for production llm serving.

 🧠LLM Inference  Content type: Code
github.com··Hacker News

Windows 11 KB5094126 & KB5093998 cumulative updates released

 🤝Inclusive Design  Content type: News
bleepingcomputer.com·

MoQ GGUFs and GSQ: Low-Bit GGUFs Are About to Get Much Better

 🆕New AI  Content type: News  Content type: Blog
kaitchup.substack.com··r/LocalLLaMA

From Human Guidance to Autonomy: Agent Skill System for End-to-End LLM Deployment on Spatial NPUs

 🦉Qwen  Content type: Academic
arxiv.org·

Looking Inside Chromium’s On-Device AI Stack

 📊Embeddings  Content type: Blog
island.io··Hacker News

Disaggregating AI Compute to Break the Tokens Barrier

 🎭Claude
semiwiki.com·

Running Qwen 35B MoE at 450k Context on a Single 32GB GPU

 🤖AI
local-llm.utop.workers.dev··Hacker News

Blaize Teams Up With Winmate To Bring Edge AI To Overlooked Industrial Markets (BZAI)

 🆕New AI
seekingalpha.com
·

Heterophily-Aware Adaptive Knowledge Distillation for Hypergraph Neural Networks

 📊Model Serving Economics  Content type: Academic
arxiv.org·

Uncle Sam considers buying a seat on the Titanic

 🆕New AI  Content type: News
theregister.com··Hacker News

Cross-Modal Knowledge Distillation without Paired Data: Theoretical Foundation and Algorithm

 ✖️Cross-encoders  Content type: Academic
arxiv.org·

NVIDIA and LG Group Build an AI Factory to Advance Physical AI, Mobility and AI Infrastructure

 🔬AI Labs  Content type: Blog
blogs.nvidia.com··Hacker News

AMD's GAIA Finally Has A Nice Multi-Device Experience For AI

 🤖AI
phoronix.com·

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