AI圈报教程 / 实战普通
I Rebuilt Jev's Structure with Qwen (Not Its Capabilities)
内容摘要
Jev does not generate an answer string. It makes a typed decision in one forward pass. So,...
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教程 / 实战普通
Qianwen Office generates a multi-user app from a prompt. The prompt is the easy part.
On September 7, Alibaba's Qianwen Office (千问办公) launched a multi-person workspace. You describe who...
信息来源：DEV Community · Qwen
教程 / 实战普通
Best Local LLM for Coding: 8GB to 24GB VRAM Picks
The best local LLM for coding by VRAM bracket: Qwen3 Coder vs DeepSeek at 8, 12, 16 and 24 GB, the right quant per card, plus a runnable Ollama setup.
信息来源：DEV Community · DeepSeek / Qwen / Ollama
教程 / 实战普通
Data Substrate Versus Vector Db Rag
This week’s headlines highlight the rapid evolution of AI in China, with models like Qwen and...
信息来源：DEV Community · Qwen
教程 / 实战普通
The harness, not the model: how to make a weak or local model reliable enough to ship
If you've tried to point a local model — Qwen, a quantized Llama, whatever fits on your GPU — at a...
信息来源：DEV Community · Qwen / Llama
教程 / 实战普通
Can Qwen 3.8 running on your laptop really replace Claude Opus for Agentic coding?
Agentic coding on a Strix Halo laptop with Qwen3.8-27B and Flash-Next, the LlamaStash and Pi setup behind it, and the tuning
信息来源：DEV Community · Qwen / Claude
教程 / 实战普通
Qwen 3.8 4-bit Benchmark RTX 4090: 1-bit is a Trap
Ran Qwen 3.8 27B 4-bit quantization benchmarks on RTX 4090 and M-series Mac for local AI agents. Don't fall for 1-bit — here's why.
信息来源：DEV Community · Qwen
教程 / 实战普通
MTP Explained: How Qwen and Gemma Predict Several Tokens Ahead
MTP (Multi-Token Prediction) is a technique that lets a language model predict several tokens ahead...
信息来源：DEV Community · Qwen
教程 / 实战普通
A beginner's guide to the Qwen3.8-Flash-Next model by Qwen on Huggingface
Qwen3.8-Flash-Next
信息来源：DEV Community · Qwen / Hugging Face
教程 / 实战普通
Top 4 Open-Weight Coding Models for Local Workstations in Late 2026
Discover the top 4 permissive open-weight coding models for local developer workstations: Muse Spark 1.2, Qwen3.8-27B, Muse Glimmer, and Qwen3.8-Flash-Next.
信息来源：DEV Community · Qwen
教程 / 实战普通
Qwen4 Isn’t Here Yet, but Qwen3.8-Flash-Next Tells Us a Lot
Qwen4 still isn’t officially here, but Qwen3.8-Flash-Next gives us something more useful than...
信息来源：DEV Community · Qwen