Qwen3.6-35B-A3B in practice: text, image, video and local API workflows
A practical guide to Qwen3.6-35B-A3B as one local multimodal model. See how to design prompts, call LM Studio or Ollama endpoints, and…
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Category: AI
Benchmark lab for local models: real 27B-35B results on one 48 GB GPU
A practical benchmark lab for local models on AMD PRO W7900 48 GB. Real tok/s, TTFT, disk size, VRAM after loading and…
Multi-Token Prediction on AMD W7900: 1.85× speedup with llama-server Vulkan (Qwen3.6-35B benchmark)
We benchmark Multi-Token Prediction in llama-server (llama.cpp, Vulkan) on AMD PRO W7900. Real results: 49.7 → 91.8 tok/s, up to 2× on…
Private AI Assistant for Productivity: How Freelancers and Managers Can Get Work Done in the Background
A practical English article on private AI assistants, background work, personal context, privacy, and real productivity gains for freelancers and managers.
GPT4All vs Jan – the battle for the best desktop LLM
The landscape of artificial intelligence has undergone a revolutionary transformation with the emergence of desktop Large Language Models (LLMs). As AI technology…
Ollama like Docker for AI
Remember when Docker revolutionized how we deploy applications? Well, Ollama is doing the same thing for AI models, and it’s changing the…
Install llama.cpp on Windows 10 in 5 Steps
Introduction The landscape of artificial intelligence has dramatically shifted toward local inference, empowering developers and enthusiasts to run sophisticated language models directly…
llama.cpp – The Core of the Offline Revolution
In the world of artificial intelligence, where cloud APIs and powerful GPU clusters dominate, one project is quietly revolutionizing how we run…
Private AI in Your Hands – Complete Guide to Offline LLM in 2025
The artificial intelligence revolution of recent years has been powered by massive language models running in the cloud. Services like ChatGPT, Claude,…
Digital Independence Manifesto: AI Application Strategy for Small and Medium Enterprises
Introduction: The Era of Digital Dependency is Upon Us The technology world stands at a turning point that will define the next…