Mitigating Limitations of Large Language Models

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5 Questions

What technique involves accessing knowledge bases to supplement an LLM's outdated training data?

Retrieval augmentation

Which method involves crafting prompts with critical context to guide appropriate responses?

Prompt engineering

What technique involves training the LLM on more appropriate data for the application domain?

Fine-tuning

Which of the following techniques helps reduce hallucination risk in an LLM?

Prompt engineering

What is the purpose of adapting the model's behavior for its specific purpose?

Fine-tuning

Learn about techniques to mitigate limitations of Large Language Models (LLMs), such as retrieval augmentation, prompt engineering, and fine-tuning on more appropriate data for the application domain.

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