21CTO
21CTO
Apr 29, 2024 · Artificial Intelligence

Fine‑Tuning vs. Context Learning: Building Apps with the Emerging LLM Tech Stack

This article explores how developers can integrate large language models into applications by comparing fine‑tuning and context learning, detailing each method’s advantages and drawbacks, and presenting a four‑layer LLM tech stack—data, model, orchestration, and operations—with practical tooling examples.

AI StackFine-tuningLLM
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Fine‑Tuning vs. Context Learning: Building Apps with the Emerging LLM Tech Stack