LLM Deployment Guides

Practical guides for deploying large language models to production — from fine-tuning to monitoring and compliance.

LLM Deployment Checklist

Interactive 40-item checklist across 6 phases: model selection, fine-tuning, evaluation, infrastructure, monitoring, compliance. Progress saved locally.

Related Tools

Fine-Tuning Cost Calculator

Estimate training cost, training time, and break-even vs API inference for GPT-4o mini, Llama 3, Mistral, and Gemma.

Interactive LLM Cost Calculator

Compare GPT-4o, Claude, Gemini, and DeepSeek costs with per-request, daily, monthly, and yearly projections.

Built by Michael Lip. Guides updated as of May 2026.

KickLLM Margin Studio · Offline analysis app

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Turn your usage CSV into a cost breakdown, test revenue and growth assumptions, and export a report for your next pricing decision. Margin Studio runs locally with rates you supply.

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