A fine-tuned 8B Llama model reports higher hallucination-detection accuracy than GPT-4 and Llama3 70B on four benchmark test sets, while its generated explanations are comparable but not consistently better.
Truthfulqa: Measuring how models mimic human falsehoods
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HuDEx: Integrating Hallucination Detection and Explainability for Enhancing the Reliability of LLM responses
A fine-tuned 8B Llama model reports higher hallucination-detection accuracy than GPT-4 and Llama3 70B on four benchmark test sets, while its generated explanations are comparable but not consistently better.