Large Language Models
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Grounded Generation
Quick Definition
Generating outputs faithful to provided source documents
Full Definition
Generating LLM outputs that are faithful to and verifiable against provided source documents or data.
Examples
RAG responses, citation-based answers, fact-grounded text
Related Terms
grounding-llm
retrieval-augmented-generation
More Large Language Models Terms
Beam Search
Search algorithm exploring multiple output sequences
Prompt Template
Reusable structured format with dynamic input placeholders
Reward Model
Model scoring LLM outputs based on human preferences
QLoRA
Combining 4-bit quantization with LoRA for efficiency
Chain-of-Thought Prompting
Technique encouraging step-by-step reasoning in LLMs
Tree-of-Thought
Framework exploring multiple reasoning paths for optimal solutions