Replace employees with easy, autonomous and effective Personal AI Assistant
M5 Ultra vs M3 Ultra Mac Studio at local AI: every test, run, result and explanation (dense vs MoE, why reading got ~4x and writing ~1.5x). Raw data + the harness to rerun it.
NotchX is adds MacBook like notch to Windows ,Linux and Mac Desktop devices at the same time providing better user experience
MLX fine-tuning toolkit for Mac Studio M3 Ultra 512 GB — distill Claude Opus reasoning into Mistral Large 123B for the ailiance LLM stack.
MagicMirror² module to monitor an Ollama/Hermes LLM host (Mac Studio): GPU, memory, loaded models & VRAM, over MQTT.
Sovereign local LLM hardware guide (mid-2026): memory bandwidth as the real bottleneck, frontier open models, Unsloth/MLX quantization, Thunderbolt 5 clusters, Mac M5 Ultra vs DGX Spark vs AMD vs RTX 6000 Pro. Bilingual FR/EN. CC BY-NC-ND 4.0.
Advanced SSD prefill cache for Mac — MLX, exo
Private, self-hosted AI office assistant for Apple silicon Macs (Mac Studio M5 Max/Ultra, MacBook Pro, MacBook Air, iMac, Mac mini, Mac Pro): local documents, DOCX/XLSX/PPTX/PDF, email, Telegram, voice — fully offline with a local model (Ollama).
ローカルLLMを動かすPCの機種比較。購入できる構成だけで統合メモリ×ストレージを並べた調査資料
Apple 芯片 Mac mini 与 Mac Studio 风扇监控和控制工具
Benchmark harness for local LLMs on Apple silicon. One llama.cpp cell, every condition the number depended on, as JSON. AI-operated.
Lab notebook of a German craftsman running his solar business on local AI: 2x DGX Spark, Mac Studio, MCDMA. Recipes, benchmarks, mistakes. Every source credited.
Run local LLMs on your Mac and use it from anywhere — a macOS AI assistant + native RDP server. Ollama & MLX, OpenAI/Anthropic-compatible API, on-device & private. Apple Silicon.
Dictate — Remote mic voice dictation. Browser mic + Whisper AI transcription, entirely over LAN. No cloud.
macOS menu bar app for headless Mac mini / Mac Studio home servers — live CPU, RAM, SSH & port status over LAN, Tailscale & Thunderbolt, plus one-click SSH & SMB
Measured (not estimated) local-LLM benchmarks on a 64GB Mac Studio M4 Max: DwarfStar ds4-bench, 2K–64K context, raw logs + reproduce script
Benchmarks and serving notes for Qwen3.5-27B fine-tune on Apple Silicon via MLX. Companion to dgx-spark-nvfp4-serving.
Dimensionally exact procedural Mac Studio model (Blender bpy). Live demo: https://eastspire.github.io/mac-studio-model/
Open benchmark data for local LLMs on Apple silicon: what fits in 512 GB, and predictions published before the machine shipped. CC BY 4.0.
Keep your Mac in Low Power Mode — except when it matters. Lifts it only while the apps you choose are running, or while Game Mode is on.
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