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
Speculative Decoding
Using draft model candidates verified by large model
Llama
Meta AI's open-source large language models
Jailbreaking
Circumventing AI safety restrictions through prompt techniques
Next Token Prediction
Core LLM objective predicting the next token from context
QLoRA
Combining 4-bit quantization with LoRA for efficiency
Grounding LLM
Connecting LLM outputs to verifiable external sources