A 27B AI Model Now Fits an iPhone - Apple Is Watching
PrismML compressed a 27B-parameter Qwen model from 54GB to under 4GB using 1-bit and ternary weights, and Apple is evaluating the technology for on-device Siri.
Articles Tagged "Local AI"
LM Studio's Bionic Agent Splits Local and Cloud AI
LM Studio launched Bionic, a standalone agent app that routes coding and document work between local open models and a Zero Data Retention cloud tier.
Ollama Banks $65M as Local AI Hits Enterprise Scale
Ollama raises $65M Series B led by Theory Ventures as 8.9 million monthly developers and 85% of Fortune 500 companies adopt local AI model deployment.
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.
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.
