Adobe Acquires Topaz Labs and Its Local AI Engine
Adobe's deal to buy Topaz Labs is less about upscaling filters and more about NeuroStream, the on-device inference engine that runs large AI video models on consumer RTX GPUs.
Articles Tagged "Local AI"
Ministral 3 14B
Mistral AI's largest Ministral 3 model - 14B parameters, 256K context, Apache 2.0 license, multimodal, built for local deployment and agentic workflows.
Google Gemma 4 QAT Fits Frontier AI in Under 1GB
Google DeepMind's new QAT checkpoints shrink the Gemma 4 E2B model to under 1GB, making serious on-device AI viable for phones and budget laptops.
GPT-4 to Self-Hosted Llama 4 Migration Guide
Migrate from GPT-4o (now retired) or GPT-5.1 to self-hosted Llama 4 with near-zero code changes, but plan carefully for hardware, EU licensing, and realistic context window limits.
Rapid-MLX Is 2.6x Faster Than Ollama on Apple Silicon
New open-source inference engine for Apple Silicon benchmarks up to 2.6x faster than Ollama, supports 66 model aliases, and drops in as an OpenAI-compatible server on any Mac.
Microsoft Launches Polaris and Foundry Local at Build 2026
Microsoft's Build 2026 keynote ships Project Polaris to replace GPT-4 in GitHub Copilot by August and declares Foundry Local generally available for zero-cloud on-device inference.
Open Source LLM Hosting Costs - June 2026
Verified June 2026: real cost per million tokens for self-hosting Llama 4 Scout, Maverick, Qwen3-235B, and DeepSeek V3.2 - GPU requirements, cost formulas, and when cheap APIs actually win.
Ministral 3B
Mistral AI's smallest open-weight model - 3B parameters, 256K context, Apache 2.0 license, built for edge and cost-sensitive deployments.
Best AI Coding Assistants with Local Mode in 2026
The best AI coding assistants with local mode in 2026 - covering Continue.dev, Tabby, Cline, Cursor Ghost Mode, and Aider with real privacy models and self-hosting options.
Best Open-Source TTS Models for Self-Hosting in 2026
The best open-source text-to-speech models in 2026 - covering Kokoro, Chatterbox, Fish Speech, Dia, Voxtral, and Piper with real hardware requirements and licensing details.
Best Open-Source LLMs You Can Self-Host in 2026
Top open-weight models for self-hosting in 2026, with verified VRAM requirements, benchmark data, and tools to deploy them on consumer and server hardware.
Chrome Installs 4 GB Gemini Nano Without Asking
Google Chrome silently installs a 4 GB Gemini Nano model file on user devices with no consent prompt and re-downloads it if you delete it.
