#qwen
4 articles
01
·How Transformers Work·★ MEMBER·PAPER·16 min read
Paper Walkthrough: Designing Qwen3.8-Next — Accuracy, Efficiency and Stability as One Problem
A ground-up read of the Qwen3.8-Flash-Next design report: the GDN hybrid, Qwen Sparse Attention, the Gated Residual and n-gram embeddings, judged the way the paper judges them — on loss, on cost, and on stability.
02
·Agents·★ MEMBER·PAPER·10 min read
Paper Walkthrough: Qwen-UI-Agent — How Alibaba Built a GUI Agent That Works on Real Phones and PCs
A guided tour of Alibaba MAI-UI team's technical report on Qwen-UI-Agent: a foundation GUI agent trained on 100+ physical phones, a hybrid GUI+CLI action space, and online RL over 100+ turn trajectories, reaching 92.2% on a real-device benchmark.
03
·Model Families·★ MEMBER·7 min read
The Qwen Family from Scratch — Why It Tops Hugging Face's Download Charts
Alibaba Cloud's Qwen is a fixture at the top of Hugging Face's download charts. From Qwen2.5's every-size-plus-specialist catalog strategy to Qwen3's thinking mode and MoE, this guide covers the lineage, why it excels at multilingual and code work, and the pitfalls that bite in production — assuming zero prior knowledge.
04
·Model Families·★ MEMBER·7 min read
The Qwen Family from Scratch — Why It Tops Hugging Face's Download Charts
Alibaba Cloud's Qwen is a fixture at the top of Hugging Face's download charts. From Qwen2.5's every-size-plus-specialist catalog strategy to Qwen3's thinking mode and MoE, this guide covers the lineage, why it excels at multilingual and code work, and the pitfalls that bite in production — assuming zero prior knowledge.