Local & Open-Weight Models
Deployment-focused content for open-weight models — running Gemma, Qwen, etc. locally, on phones, laptops, edge devices. Setup guides, hardware requirements, deployment patterns. Single-model reviews and explainers go under AI Model Reviews & Comparisons instead.
What Is Qwen 3.5 Omni? Alibaba's Multimodal Model That Builds Apps From Your Camera
Qwen 3.5 Omni handles text, image, audio, and video and can build a website from a camera description. Here's what it does and how to use it.
What Is Qwen 3.6 Plus? Alibaba's 1M Token Agentic Coding Model Explained
Qwen 3.6 Plus is Alibaba's frontier-level model built for real-world agents, agentic coding, and multimodal vision with a 1M token context window by default.
What Is Gemma 4's Apache 2.0 License? Why It Matters More Than the Model Itself
Gemma 4 ships under Apache 2.0—not a custom restricted license. Here's what that means for commercial use, fine-tuning, and building on top of Google's models.
How to Run Claude Code for Free Using Ollama and Open Router
Learn two ways to use Claude Code without paying for Anthropic tokens: run open-source models locally with Ollama or route through Open Router's free tier.
How to Run Gemma 4 Locally with Ollama: Step-by-Step Setup Guide
Learn how to download and run Google's Gemma 4 locally using Ollama, check VRAM requirements, and connect it to Claude Code for free.
How to Use Open Router Free Models With Claude Code to Cut AI Costs by 99%
Configure Claude Code to route through Open Router's free model tier instead of Anthropic's paid API. A step-by-step guide with the exact settings.json setup.
What Is the Qwen 3.5 Omni Model? Alibaba's Multimodal AI That Builds Apps From Your Camera
Qwen 3.5 Omni understands text, image, audio, and video—and can build a functional website from a camera description. Here's what it can do.
What Is Qwen 3.6 Plus? Alibaba's Agentic Coding Model With 1M Token Context
Qwen 3.6 Plus is Alibaba's frontier agentic coding model with a 1M token context window, multimodal reasoning, and computer use capabilities.
Gemma 4 for Edge Deployment: How the E2B and E4B Models Run on Phones and Raspberry Pi
Gemma 4's edge models support native audio, vision, and function calling in under 4B effective parameters. Here's what that means for on-device AI apps.
What Is Gemma 4? Google's Open-Weight Model Family With Apache 2.0 License
Gemma 4 is Google's newest open-weight model family with Apache 2.0 licensing, native multimodality, and function calling built in from the ground up.
What Is Mamba 3? The State Space Model Architecture That Challenges Transformers
Mamba 3 uses state space model architecture instead of transformers, making it faster and cheaper for long conversations. Here's how it works.
What Is Mistral Small 4? The Open-Weight Model You Can Fine-Tune and Self-Host
Mistral Small 4 is an open-weight model that matches Claude Haiku and Qwen on coding and math benchmarks. Learn what makes it worth fine-tuning.
What Is the Nemotron 3 Super? Nvidia's Open-Weight Model for Local AI Agents
Nemotron 3 Super is Nvidia's 120B open-weight model that runs locally, ranks top among open models, and powers NemoClaw enterprise agent deployments.
What Is Nvidia Nemotron 3 Super? The 120B Open-Weight Model You Can Fine-Tune
Nvidia's Nemotron 3 Super is a 120B parameter open-weight model available on Perplexity, Open Router, and Hugging Face. Here's what makes it worth knowing.
What Is Nvidia Nemotron 3 Super? The 120B Open-Weight Model Explained
Nvidia Nemotron 3 Super is a 120 billion parameter open-weight model you can fine-tune and run locally. Here's what it can do and where to access it.
What Is Qwen 3.5? Alibaba's Open-Weight Model That Runs on Your Phone
Qwen 3.5 is a small open-weight model from Alibaba that runs locally on iPhones and older laptops. Learn what it can do and when to use it.
What is Mistral and How to Use It for AI Agents
Discover Mistral AI models and how to leverage them for building efficient, cost-effective AI agents.