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Local AI 202: Get Massive Speed-ups with Speculative Decoding
Local AI doesn't seem to have advanced much in the past few months compared with hosted models. Are we going to have Opus-5.5 available locally 6 months from now?
Local AI crew: what's your RAM, GPU, and go-to model right now? I wanna see what everybody's actually running.
Local couple Elisa Meddi and Jack Viola have taken over the corner spot, with plans to revive it as a casual, Mediterranean-inspired pub and restau...
LOCAL KOREAN MEDIA: SK HYNIX DELAYS HBM4 PACKAGING EQUIPMENT ORDERS UNTIL NEXT YEAR
Local AI is good enough for a startup. A 10-person startup built its own 128GB-VRAM AI server for $18,000.
One Threadripper box sitting locally with
🎮 4× Radeon AI PRO R9700 32GB
💾 128GB total VRAM
🧠 Qwen3.8 + DeepSeek V4 Flash
👥 16 concurrent AI sessions
And they're actually pushing it.
Qwen3.8-Flash-Next with 16 simultaneous sessions:
📚 48K context/user
⚡ 538.5 tps aggregate decode
At 128K context per user
⚡ 365 tps aggregate decode
The GPUs are even undervolted to under 210W each.
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Locals reveal the best $10 lunches in pricey LA - including surprising Erewhon bargain
Local authorities in Arlington, Virginia, sued the US Department of Interior and National Park Service, seeking to block President Trump's proposed triumphal arch
Local Teen Pretty Sure Holy Spirit Leading Him To Go Talk To That Cute Girl Over There
