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May 31, 2024 · Artificial Intelligence
Generating Custom QA Datasets with Large Language Models and Fine‑Tuning via LoRA
This article explains how to use a large language model to automatically convert long‑form texts into Alpaca‑style question‑answer pairs, build a LangChain processing chain, and then fine‑tune a model such as Phi‑3‑mini‑4k‑instruct with LoRA, providing full Python code examples.
Dataset GenerationFine-tuningLLM
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