Large Language Models
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Hallucination LLM
Quick Definition
LLMs generating plausible but incorrect information
Full Definition
When LLMs generate plausible but factually incorrect or fabricated information.
Examples
fake citations, wrong statistics, fictional references
Related Terms
grounding
retrieval-augmented-generation
More Large Language Models Terms
Synthetic Data Generation
Using AI to create artificial training data replicating patterns
Beam Search
Search algorithm exploring multiple output sequences
Jailbreaking
Circumventing AI safety restrictions through prompt techniques
Structured Output
Generating LLM responses in predefined machine-readable formats
RoPE
Position encoding using rotation matrices for relative positions
Sparse Attention
Attention attending to only a subset of tokens