Tag
#lora
2 posts tagged lora.
- mlops
LLM Fine Tuning: Methods, Training Data, and Evaluation
A practitioner's guide to llm fine tuning — how to pick between SFT, LoRA, and DPO, what your training data actually needs, and how to validate a fine-tuned model before it hits production.
- mlops
LLM Fine Tuning in Production: A Practical MLOps Guide
When to use LLM fine tuning over RAG, how LoRA and QLoRA cut GPU costs, and what to monitor after you ship a fine-tuned model — for ML engineers who own the model in prod.