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
Temperature
Parameter controlling randomness in text generation
Distillation LLM
Training smaller LLMs to replicate larger model behavior
Linear Attention
Attention with linear complexity for long sequences
Prompt Caching
Storing key-value states for repeated prompt prefixes
GGUF
File format for LLMs optimized for local inference
Semantic Search
Search technique understanding meaning rather than keywords