Local AI Deployment

ep20-x99-3060-125b-cover

Running a 125B AI on a 12GB RTX 3060: X99 Benchmark & Tuning Guide

玩客 November 10, 2026

Can an entry-level 12GB RTX 3060 run a 125B...

hero-en-performance-showcase

Dual RX 7900 XTX Deployment Guide: Run a 125B MoE Model with 256K Context at 5,748 tok/s

玩客 November 4, 2026

Complete deployment walkthrough for serving a 125B MoE model...

ep06-en-cover-primary

Running 125B MoE on a GPU: RTX 3060 12GB + Strata 3-Tier Storage Guide

玩客 October 14, 2026

Engineering guide: run Qwen 3.8 125B MoE at 128K...

cover

125B MoE vs 27B Dense on Dual RX 7900 XTX: The 3X Speed Trap & Real Code Verification

玩客 October 10, 2026

125B MoE vs 27B Dense on Dual RX 7900...

cover_a_7900xtx_speed

Single RX 7900 XTX: Tune 84GB Qwen3.8-Flash-Next to 1,320 tok/s Prefill

玩客 October 3, 2026

Comprehensive engineering guide to running 84GB Qwen3.8-Flash-Next on a...

qwen38-27b-uncensored-apple-silicon-deploy-benchmark-en-cover

Deploy Qwen 3.8 27B Uncensored on Mac: 70+ TPS Guide & Benchmarks

玩客 October 2, 2026

Comprehensive guide to deploying Qwen 3.8 27B Uncensored on...

bonsai2-27b-rtx3060-12gb-en-cover

Deploy Bonsai 2 27B on an RTX 3060 12GB

玩客 September 20, 2026

Deploy Bonsai 2 27B PQ2_0 on an RTX 3060...

cover_7900xtx_125b_1789563895884

Qwen 3.8 125B MoE on Dual RX 7900 XTX: 48K Context at 28 Tok/s Benchmark & Guide

玩客 September 18, 2026

Benchmark & deployment guide for Qwen 3.8 125B on...

ai_linux_cover_en

Turn Spare PCs into a Local LLM Server: AI Linux Automated Installer Guide

玩客 September 15, 2026

A hands-on guide to transforming spare PCs into dedicated...

dual-rx-7900-xtx-qwen38-27b-cover-en

Deploying Qwen3.8-27B on Dual RX 7900 XTX: Dual Independent 256K Context at 114 Tokens/s (Ubuntu 24.04 + ROCm + llama.cpp)

玩客 September 14, 2026

How to deploy Qwen3.8-27B across dual AMD Radeon RX...