Config Library/Apple Silicon LLM Inference Guide

Apple Silicon LLM Inference Guide

Dev Asset
v1.0.0·1 file·Markdown
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Apple Silicon LLM Inference Guide — Product

What's Included

README.md
Markdown

Overview of what's included in the PDF report. The full report is delivered as a dark-mode branded PDF after purchase.

About

A comprehensive StarMorph premium report covering everything you need to maximize LLM performance on Apple Silicon. 10 sections from the blog post enhanced for PDF format, plus 6 premium-exclusive sections: Apple Silicon Chip Comparison Matrix (17 chips from M1 to M4 Ultra with bandwidth, TOPS, and estimated tok/s), GGUF Quantization Reference Card (all 13 quant levels with bpw, sizes, and quality ratings), Memory Budget Calculator Worksheets (3 hands-on exercises for weight memory, KV cache, and throughput estimation), Local Inference Setup Cheat Sheet (Ollama, MLX, llama.cpp, vllm-mlx quick-start commands plus troubleshooting), Model Name Decoder Guide (anatomy of LLM names with 3 worked examples), and a 27-term Glossary. Backed by 14+ research paper citations. Dark-mode branded PDF designed for screen reading.

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Includes

  • Apple Silicon Chip Comparison Matrix (M1–M4, 17 chips)
  • GGUF Quantization Reference Card (13 quant levels)
  • 3 Memory Budget Calculator Worksheets
  • Local Inference Setup Cheat Sheet
  • Model Name Decoder Guide with worked examples
  • 27-term Glossary

Details

Version
1.0.0
Files
1
Language
Markdown
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