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
Model Merging
Combining fine-tuned LLMs without additional training
RAG
Enhancing LLMs by retrieving relevant external knowledge
Linear Attention
Attention with linear complexity for long sequences
Masked Language Model
Training objective predicting randomly masked input tokens
Pre-training
Initial training learning general language patterns from text
Flash Attention
Memory-efficient attention using GPU SRAM block computation