Local AI Blog

Najnowsze artykuły o lokalnych modelach LLM, rekomendacjach GPU, tutorialach instalacji i benchmarkach wydajności. Bądź na bieżąco z ekosystemem lokalnego AI.

• Thinking Machines' Inkling: A Trillion-Parameter Open Model That Sees and Hears — Mira Murati's Thinking Machines just shipped Inkling — a 975-billion-parameter, Apache-2.0 model tha…
• vLLM in 2026: The V1 Engine, Compatible APIs, and When to Actually Use It — vLLM's V1 engine is now the default, its server speaks the OpenAI and Anthropic APIs out of the box,…
• Bonsai 27B: The Largest AI Model That Runs on Your Phone — PrismML just fit a full 27-billion-parameter multimodal model into 3.9 GB — small enough to run on a…
• The EU AI Act Compliance Guide: Timeline, Who's Affected & What to Do — The EU AI Act is here — and the 2026 Digital Omnibus just moved the deadlines. A plain-English guide…
• Why Running a Local LLM Is Cheaper and More Secure Than You Think — Cloud AI bills add up fast. Running your own LLM locally can cost as little as $2/month in electrici…
• How Companies Are Saving Thousands by Running AI Locally — From legal compliance to slashed API bills, businesses running their own LLMs are gaining a real edg…
• Can You Run a Local LLM on Your Phone? Yes — and It's Better Than You Think — Modern smartphones are powerful enough to run real AI models completely offline. No internet. No sub…
• Your Home GPU in Your Pocket: Run LM Studio Models From Your Phone With LM Link — LM Studio's new LM Link and the Locally iPhone app let you run your biggest local models — even 70B+…
• Who Is Winning the Local LLM Race in 2026? — Qwen 3.5 topped reasoning benchmarks, Llama 4 brought MoE to the masses, Kimi K2.5 hit HumanEval 99.…
• How to Start Fine-Tuning Your Local LLM: A Beginner's Guide — Fine-tuning turns a general-purpose AI into one that knows your business, your writing style, and yo…
• RTX 5090 vs RTX 4090 for Local LLMs: Is It Worth $2,000? — The RTX 5090 delivers 213 tokens/sec versus the 4090's 165 — a 29% speed boost with 33% more VRAM. H…
• The State of Local AI in 2026: What's Changed in 12 Months — A year ago, running a 70B model required a $10,000 server. Today you can do it on a MacBook Pro. Her…
• Best GPU for Local AI Under $500 in 2026 (Tested & Ranked) — You don't need a $1,600 RTX 4090 to run impressive local AI. These five GPUs under $500 cover every …
• How to Set Up a Private AI Assistant for Your Business in 2026 — Your employees are already using ChatGPT with company data. Here's how to give them a better AI tool…
• Llama 4 Review — The Best Open-Source LLM Yet? — Meta's Llama 4 Scout and Maverick mark a major leap for open-source AI: MoE architecture, 10 million…
• Open WebUI vs LM Studio vs Jan — Which Local AI Interface Is Right for You? — Three great tools, three different use cases. Whether you want a polished desktop app, a self-hosted…
• How to Run LLMs Completely Offline — The Air-Gap Guide — No internet, no cloud dependency, no data leaving your machine — ever. Whether it's for security, co…
• DeepSeek R1 vs GPT-4o — Can a Free Local Model Match the Cloud? — DeepSeek R1 runs on your own hardware and costs nothing per query. GPT-4o costs $15 per million toke…
• Best Small LLMs for Low-End Hardware — Running AI on 4 GB VRAM — You don't need a $1,500 GPU to run a useful local AI. These models run fast and smart on integrated …
• Local LLMs for Privacy-Safe Document Analysis — A Practical Guide — Your contracts, financial records, and medical documents should never be processed by cloud AI. Here…
• Gemma 4 Review: Google's Best Open-Source Model — All Sizes Compared — Google's Gemma 4 landed in April 2026 with a 92.4% MMLU score, native multimodal vision, audio suppo…
• 12 Real-World Use Cases for Running a Local LLM in 2026 — From air-gapped legal review to offline coding assistants and on-device customer support — local LLM…
• Why Companies Fine-Tune Open-Source LLMs Instead of Paying Per-Token API Bills — A fine-tuned 7B model can outperform GPT-4 on specific tasks at 1/200th the running cost. Here's the…
• Gemma 4 27B: GPT-4 Level AI on Your Gaming GPU — Google DeepMind's Gemma 4 27B fits in 14 GB VRAM and hits 85 tokens/second on an RTX 4090 — deliveri…
• DeepSeek V4 Pro: How a 1.6 Trillion Parameter Model Beat Everyone — DeepSeek V4 Pro has taken the #1 spot on every major open-weight benchmark. Here's the architecture …
• Kimi K2.6: The Model Built for Autonomous Coding Agents — Moonshot AI's Kimi K2 series is purpose-built for agentic AI — models that don't just answer questio…
• Qwen 3.5: When Text, Vision, and Video Understand Each Other — Alibaba's Qwen 3.5 (397B) is the first truly native multimodal open-weight model — not a language mo…
• GLM-5 / GLM-5.1: Why MIT License Matters for AI in Production — Zhipu AI's GLM-5 series is one of the most capable models available under a true MIT license — meani…
• LLM Context Windows Explained: Why 1 Million Tokens Changes Everything — Context windows have grown from 4,096 tokens in 2022 to over 1 million in 2026. This isn't an increm…
• LLM Quantization Explained: How a 70B Model Shrinks from 140 GB to 8 GB — A raw 70B parameter model needs 140 GB of storage and VRAM. Quantization gets it down to 8 GB with s…
• Multi-Agent LLM Systems: How AI Orchestrates Itself to Solve Complex Problems — A single LLM prompt has limits. Multi-agent systems — where LLMs plan, delegate, and verify each oth…
• What Is a Local LLM? A Plain-English Guide for Complete Beginners — You've heard about ChatGPT and AI assistants — but what exactly is a 'local LLM', and what does it m…
• ChatGPT vs. Local AI: The Complete Honest Comparison — ChatGPT and Claude are convenient and powerful. Local AI is free, private, and yours. This honest co…
• Do You Need an Expensive PC to Run Local AI? The Honest Answer — Most articles about local AI assume you have a high-end gaming PC. The reality is friendlier than th…
• Your First Local AI: Get Up and Running in 15 Minutes — No technical background needed. This step-by-step guide walks you through installing your first loca…
• You Don't Need Hardware to Use Powerful Models for Free — No GPU, no problem. Free API tiers from NVIDIA, Google, Groq, and others give you real access to pow…
• 47 Open Datasets for Fine-Tuning LLMs in 2026 — and How to Use Them in One Hour — Fine-tuning went from research lab to weekend project — a 7B QLoRA run fits on a 6GB gaming GPU or a…
• The Enterprise Shift to Local LLMs: Data Sovereignty, Token Economics, and Models Fine-Tuned for Your Business — Production AI inference is leaving the public cloud — public-cloud share fell from 56% to 41% in one…