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Sharath

Nov 5

Tri-Hybrid Architecture Deep Dive: Liquid AI's LFM3-1.7B, Sub-Millisecond Convolutions, and 256K Context on Edge Silicon

#liquidai #lfm3 #architecture #edgeai

7 min read

GINIGEN AI

Nov 5

Kimi K3 in 8 GB of RAM: Why 28x More Memory Buys Only 1.7x Speed, and the Byte Math That Predicts It

#ai #opensource #edgeai #llm

12 min read

GINIGEN AI

Nov 3

A 763B MoE on a 12 GB GPU: Our Speed Ceiling Versus What Strata Reports, and What Closes the Gap

#ai #machinelearning #edgeai #llm

13 min read

Anguo

Nov 3

Pinning NPU cores on RK3588 buys you 5% — and costs the big model 10%

#rockchip #rknn #benchmark #edgeai

2 min read

Umar Bilal

Nov 3

System design for physical AI: from a defect image to the chamber that drifted

#ai #architecture #edgeai #ontology

5 min read

Rocky Gao

Nov 3

RK3576 vs RK3568: Which Rockchip SoC Is Right For Your Embedded Edge Project?

#embedded #rockchi #edgeai #linux

3 min read

GINIGEN AI

Nov 2

A 763B MoE at "2 Bits": Where the Bytes Really Go in the GSQ-RCO GGUFs, and Why 100% Recovery Sits Inside the Noise

#ai #machinelearning #edgeai #quantization

15 min read

Anguo

Nov 2

10 RKNN models benchmarked on RK3588 — and the fastest one is cheating onto the CPU

#rockchip #rknn #benchmark #edgeai

4 min read

Anguo

Nov 2

RK3588 INT8, measured: 1.96 on YOLOv8n, 1.4 on YOLO11n — plus OCR joins the bench

#rockchip #rknn #benchmark #edgeai

2 min read

GINIGEN AI

Oct 29

From 46M to 325M: An Inference NPU Now Pretrains a Language Model at GPU Quality

#ai #machinelearning #edgeai #npu

2 min read

Mecky Alvin Tanuwidjaya

Oct 24

The Rise of Small Language Models: Why Smaller is Better for the Future of AI

#ai #machinelearning #edgeai #softwareengineering

3 min read

nizover

Oct 24

Liquid Neural Networks: The AI That Adapts on the Fly

#liquidneuralnetworks #edgeai #robotics #machinelearning

1 min read

GINIGEN AI

Oct 19

LFM2.5-24B-A2B on Your Own Hardware: The RAM, KV Cache and Bandwidth Budget

#ai #machinelearning #edgeai #quantization

11 min read

Hacks.gr

Oct 13

New artificial intelligence system drives animals off roads and train tracks

#ai #edgeai #hardware #sensors

2 min read

Oct 12

On-Device LLM Inference: The Tradeoffs Nobody Puts on the Spec Sheet

#ai #machinelearning #llm #edgeai

3 min read

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