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HexGrid.cloud6d ago · 5 min read

Qwen Image 2.1 Edit: 8 Real-World Image Editing Stress Tests in ComfyUI

In my previous article, I tested Qwen Image 2.1 across nine real-world text-to-image prompts in ComfyUI, covering everything from photorealistic portraits and product photography to typography, comple

2 blog.hexgrid.cloud

RONI DASOct 15 · 12 min read

There is no 4B Qwen 3.8. The smallest open model is 27B, and here is what it took to run it on one rented GPU.

Where is the Qwen 3.8 you can run on a laptop? I went looking for a 2B or 4B version, the kind that fits next to your browser tabs, and there is none. The Hugging Face listing for the Qwen team shows

1 systemdesignacademy.hashnode.dev

Lưu Tuấn AnhOct 6 · 11 min read

CLOSEDQUORUM: When 4 AI models turn into C2 servers for Malware

Overview Imagine a system intrusion where the mastermind is not sitting in front of the screen, is not typing any C2 control commands, and is even... sleeping. Instead, the four leading commercial art

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HexGrid.cloudOct 5 · 5 min read

Qwen Image 2.1 - Text to Image : 9 Real-World Prompt Stress Tests in ComfyUI

I’ve been testing Qwen Image 2.1 in ComfyUI on HexGrid with prompts designed to test more than just pretty portraits. Task: Text-to-ImageModel: Qwen Image 2.1Engine: ComfyUI WorkflowGPU: RTX A6000Gene

blog.hexgrid.cloud

Bonam BobbySep 30 · 7 min read

Ornith-1.0-9B vs. Qwen3.5 vs. Gemma4: A Local AI Battle Royale

Every few weeks a new model lands on Hugging Face with a specific claim: post-trained for agentic coding, tuned for tool use, optimized for terminal workflows. The benchmark numbers that come with the

bbonam.hashnode.dev

Dragos RouaSep 30 · 3 min read

[Video] Running Xiaomi MiMo V2.6 Qwen 9b Distill on a 16GB MBP

This is the third video already in the series I started this month. I am trying to share my experiments in running relatively small – but powerful – models on an entry level machine, my 16GB M1 MacBoo

dragosroua.hashnode.dev

Dragos RouaSep 21 · 2 min read

[Video] Running Qwen 3.8 27B Ternary Bonsai 2 on my 16GB Mac

Last week I started a new series of videos: local AI models, tested on my computer, at the actual speed, when possible. The goal is to give my subscribers a very good understanding of what it is to ru

2 dragosroua.hashnode.dev

Ekansh NangiaSep 17 · 18 min read

Introduction To Mechanistic Interpretability

Epistemology Epistemology is the branch of philosophy thats concerned with the nature and limits of knowledge. What knowledge actually is, how we get it, and how we tell the difference between somethi

ekanshn.hashnode.dev

Tidiane StanoSep 7 · 8 min read

Why Open Models Start From Qwen: AI Base Models Explained

Abstract The open‑source large‑model ecosystem is undergoing a clear shift. Numerous newly‑released open‑source models are not built from scratch; instead, they are fine‑tuned, continuously pre‑traine

4sapi.hashnode.dev

coffeeAug 29 · 5 min read

I Enabled Wireless Debugging. xAgent and a 27B Quantized Model Did the Rest

I started with a simple question: if I gave xAgent a test server and a phone, could it route the phone's traffic through the server? It ended up installing mitmproxy and Frida, connecting ADB and the

xagent.hashnode.dev

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Trending tags this week

Qwen Image 2.1 Edit: 8 Real-World Image Editing Stress Tests in ComfyUI

There is no 4B Qwen 3.8. The smallest open model is 27B, and here is what it took to run it on one rented GPU.

CLOSEDQUORUM: When 4 AI models turn into C2 servers for Malware

Qwen Image 2.1 - Text to Image : 9 Real-World Prompt Stress Tests in ComfyUI

Ornith-1.0-9B vs. Qwen3.5 vs. Gemma4: A Local AI Battle Royale

[Video] Running Xiaomi MiMo V2.6 Qwen 9b Distill on a 16GB MBP

[Video] Running Qwen 3.8 27B Ternary Bonsai 2 on my 16GB Mac

Introduction To Mechanistic Interpretability

Why Open Models Start From Qwen: AI Base Models Explained

I Enabled Wireless Debugging. xAgent and a 27B Quantized Model Did the Rest