Train a Local LLM: LoRA Basics, VRAM Math, and Pitfalls
Train a local LLM with LoRA/QLoRA: VRAM math, data prep, evaluation, and pitfalls. Educational fine-tuning only.
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Private LLM Deployment for Business: Training, Steps, Costs and Sizing (With Compute Worked Examples)
Train and deploy a private LLM on-premises: RAG, fine-tuning and pretraining compared, with VRAM and GPU-hour math, deployment steps and budget tiers.
