Qwen 3.8 Flash Next holds 125 billion parameters but only fires 6 billion every time it thinks.
Alibaba says it cost roughly a tenth of what their last flagship cost to train. Here's why that works. Most models read the whole book from page one every time you ask about chapter
Final O/P, Qwen-3.8-27B, Kokoro 82M all locally on 1 RTX PRO 6000.
This free chinese AI model can run an seo agency.
And the 1M-token workflow is the part most people are going to miss. What Qwen 3.8-27B can do: → Process text, images, video, code, and agent workflows → Handle 262K tokens natively, with Alibaba Cloud supporting up to 1M
After the new qwen 3.8 series I almost can't run any other local models anymore.
They all feel so bad compared to them. Local AI has always been a different kind of challenge from working with frontier cloud models. Tuning, critical workflow designs, context management, local is
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