Topic
Qwen
Start here: How to Run Qwen3.6 (27B & 35B-A3B) in 2026: Local, API, or Both — DeAI's reference piece on this topic.
Qwen-Image-2.1-Turbo: same 7B model in 8 denoising steps, not 40
Qwen's Qwen-Image-2.1-Turbo runs the same 7B image model in 8 denoising steps instead of 40, with the schedule baked in and the same research-only licence.
Ecosia drops Mistral for Chinese open weights on EU-hosted Melious
Ecosia is dropping Mistral for Chinese open-weight models via EU-hosted Melious, as its CEO claims costs roughly halved and calls Mistral 'a year behind'.
ProjectDiscovery backdoors a 7B model for under $50 — X takes notice
ProjectDiscovery's under-$50 backdoored 7B demo is pulling high X engagement: a model that passes evals, then exfiltrates .env credentials on a trigger phrase.
Qwen-Image-2.1 lands open — under a research-only licence
Alibaba's Qwen released Qwen-Image-2.1, a 7B image model, to a 1M-view X rollout — but the licence is research-only, a walk-back from Apache 2.0.
How to Run Qwen3.8 via API in 2026 (Hosts Compared)
Qwen3.8 ships a self-hostable 27B dense model plus a 2.4T Max flagship with fresh open weights. Run it locally, via API, or both — without guessing.
What Are Open-Weight Models? Licenses, Access & Limits (2026)
Open-weight models publish their parameters for anyone to download and serve. How they differ from open source, what licenses allow, and what stays closed.
How to Run Qwen3.6 (27B & 35B-A3B) in 2026: Local, API, or Both
Qwen3.6 ships as a 27B dense model that fits one high-VRAM GPU plus a 35B-A3B MoE. Learn to run it locally, call it via API, or combine both.
