Posts Tagged "MLOps"

Fine-Tuning a Private LLM on AWS — Task-Specific, Secure, and Cost-Effective

A practical guide to tuning an open-weight LLM for a specific business task on AWS — covering data preparation, LoRA/PEFT fine-tuning with SageMaker Spot instances, security hardening with KMS and VPC, and keeping the entire pipeline under $10.