Large Language Models
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Synthetic Data Generation
Quick Definition
Using AI to create artificial training data replicating patterns
Full Definition
Using AI models to create artificial training data that replicates real data patterns and distributions.
Examples
data augmentation, privacy-safe datasets, domain adaptation
Related Terms
synthetic-data
generative-ai
data-augmentation
More Large Language Models Terms
Grounding LLM
Connecting LLM outputs to verifiable external sources
Speculative Decoding
Using draft model candidates verified by large model
Structured Output
Generating LLM responses in predefined machine-readable formats
Multi-Head Attention
Parallel attention operations concatenated for richer representations
Inference LLM
Using a trained LLM to generate outputs from inputs
RAG
Enhancing LLMs by retrieving relevant external knowledge