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  2. Tag: local AI
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Tag: local AI

🤖 AI
27th May 2026 6 min

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…
Read more #AMD W7900
🤖 AI
16th May 2026 15 min

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.
Read more #AI agents

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  • 3d printing (1)
  • AI (10)
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  • Games (1)
  • General (13)
  • IT Quarterly Review (5)
  • Machine learning (1)
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  • Tools (12)
  • Uncategorised (1)

Recent Articles

  • Qwen3.6-35B-A3B in practice: text, image, video and local API workflows
  • Benchmark lab for local models: real 27B-35B results on one 48 GB GPU
  • Multi-Token Prediction on AMD W7900: 1.85× speedup with llama-server Vulkan (Qwen3.6-35B benchmark)
  • Private AI Assistant for Productivity: How Freelancers and Managers Can Get Work Done in the Background
  • Describing PDF Charts with Vision Language Models
Bestin-it.com – IT services and analytics for entrepreneurs

IT Expert blog — practical articles on artificial intelligence, programming, project management and new technologies.

Categories

  • General 13
  • Tools 12
  • AI 10
  • Python 9
  • IT Quarterly Review 5
  • PHP Laravel 5
  • Databases 2
  • 3d printing 1
  • Machine learning 1
  • Games 1
  • Uncategorised 1

Recent Articles

  • Qwen3.6-35B-A3B in practice: text, image, video and local API workflows 7th June 2026
  • Benchmark lab for local models: real 27B-35B results on one 48 GB GPU 30th May 2026
  • Multi-Token Prediction on AMD W7900: 1.85× speedup with llama-server Vulkan (Qwen3.6-35B benchmark) 27th May 2026
  • Private AI Assistant for Productivity: How Freelancers and Managers Can Get Work Done in the Background 16th May 2026
  • Describing PDF Charts with Vision Language Models 8th May 2026
Artur Poniedziałek
Artur Poniedziałek IT Expert & Manager
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