China just put claude opus-level AI on a laptop.
And the benchmark headline isn't even the most interesting part. What Alibaba shipped: → Qwen 3.8-27B is just 27B parameters → Open weights under Apache 2.0 → Around 256K native context → Reads text, images AND video Why
I asked GPT 5.6 Luna to write a prompt for creating a website for a package delivery company and then fed that prompt into Grok 4.6 and Qwen 3.8
In the end, what I got wasn’t a website, but some kind of slideshow for children explaining how global delivery works Grok spent
Tools any normal person needs for generating excellent audio visual content is freely available now for home PC.
Fish Audio Pro/Chatterbox (Voice) Stable Audio 3 (SoundFx) Acestep 1.5 (Music) Krea 2 (Images) Ideogram4 (UI/layout) Minimax H3/LTX2.5 (Video) Qwen 3.8 (Intelligence)
Uncensored version of Qwen3.8-27B on 5090
I wanted to run it on NVFP4 with 200K context. The prefill seems fast and it seems easy to use. There were no ready-made ones, so I baked it myself. ▫️ 2 types in NVFP4 version All 4 bits, The MLP is 4 bits and the attention and output layers are 8 bits.
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