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4 articles found

Llama.cpp Gets Dangerous: Rockchip NPU Support Changes Everything for Edge AI
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Llama.cpp Gets Dangerous: Rockchip NPU Support Changes Everything for Edge AI

A new llama.cpp fork brings Rockchip NPU acceleration to edge devices, potentially unlocking LLMs on everything from handheld consoles to industrial controllers

#edge-ai#embedded#llamacpp...
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Local LLMs Are Surpassing Expectations: The Uncanny Accuracy Revolution You Missed
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Local LLMs Are Surpassing Expectations: The Uncanny Accuracy Revolution You Missed

Recent benchmarks reveal local vision-language models like Qwen3-VL achieving near-perfect performance in OCR and complex visual tasks, challenging assumptions about cloud dependency.

#edge-ai#local-llms#multimodal-ai...
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Meta’s MobileLLM-Pro: The 1B Parameter Heavyweight That’s Punching Above Its Weight Class
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Meta’s MobileLLM-Pro: The 1B Parameter Heavyweight That’s Punching Above Its Weight Class

Meta’s new 1B foundational model outperforms Gemma and Llama benchmarks while fitting in your pocket. But is distilled intelligence the future?

#edge-ai#LLM#meta
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Nemotron Nano 2: NVIDIA’s High-Performance Model Reshaping Edge AI
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Nemotron Nano 2: NVIDIA’s High-Performance Model Reshaping Edge AI

A 9B-parameter model achieving six times the throughput of a 70B-parameter competitor raises questions about architectural innovation versus hardware dependency.

#edge-ai#nemotron#nvidia
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