Local LLM & Apple-Silicon Serving
Run capable language models on your own Apple-Silicon Mac: MLX vs Ollama, 4-bit quantization, local inference servers, and the MLX deploy playbook. Privacy-first, zero per-token cost, offline.
Articles in this cluster
- Agent Loop Prompts Setup That Actually Works
- Apple Silicon LLM Server for Local-First Teams
- Apple Silicon Llm Server Step By Step
- Llm Prompt Json A Minimal Working Example
- LLM Prompt JSON Benchmarks & Numbers
- Load Local Gemma 2B 4 Bit
- Local AI Stack Common Pitfalls
- Local AI Stack for Local-First Teams
- Local Ai Stack in 2026
- Local-LLM Builder Bundle: Speedrun Buyer Intent Checklist
- Local LLM Bundle for Local-First Teams
- Local LLM Bundle Setup That Actually Works
- Local LLM on Apple Silicon — The MLX Deploy Playbook
- Local LLM Prompts: A Practical Dev Guide
- Local LLM Prompts Common Pitfalls
- Local LLM Setup Mac for Local-First Teams
- Mlx Apple Silicon: A Practical Dev Guide
- Mlx-Lm Server Benchmarks & Numbers
- Mlx-Lm Server in 2026
- Mlx Local LLM A Practical Dev Guide
- Run a Local LLM on Apple Silicon with MLX (vs llama.cpp): The Setup That Actually Works (2026)
- 48 Prompts That Get Smaller Local Models to Actually Do the Work
- Mlx Prompt Pack Step-by-Step
- Mlx Starter Kit Setup That Actually Works
- MLX vs llama.cpp on Apple Silicon: Real Throughput Numbers (2026)
- Ollama Vs Mlx Setup That Actually Works
- Ollama Vs Mlx vs the Alternatives
- The 2026 AI Stack: 60 Tools + Local-LLM Setup Guide: What's Inside and Who It's For
- Local LLM Agent Runbook: Postmortem & Optimization for Ollama/MLX/llama.cpp: What's Inside and Who It's For
- Local LLM Agent Setup Checklist: For Runners Using Ollama, MLX, and llama.cpp: What's Inside and Who It's For
- Local LLM Web Scraping Postmortem Notion Template: What's Inside and Who It's For
- Local LLM on Apple Silicon — The MLX Deploy Playbook: What's Inside and Who It's For
- The MLX-Optimized Local-LLM Prompt Pack: What's Inside and Who It's For
- Local-LLM Builder Bundle (Playbook + Prompt Pack): What's Inside and Who It's For
- Private LLM Mac in 2026
- Prompt Engineering Small Models in 2026
- Prompt Engineering Small Models vs the Alternatives
- Qwen Mlx 4Bit A Minimal Working Example
- Qwen Mlx 4Bit Common Pitfalls
- Qwen Prompt Examples for Local-First Teams
- Qwen Prompt Examples vs the Alternatives
- Run Llama Mac: A Practical Dev Guide
- Self-Host LLM Guide: A Minimal Working Example
- Self-Host LLM Guide: A Practical Dev Guide
- Self-Host LLM Guide vs the Alternatives