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
Guardrails LLM
Frameworks for monitoring and controlling LLM I/O
Autoregressive Model
Generative model predicting next token from previous tokens
Grounding LLM
Connecting LLM outputs to verifiable external sources
Grounded Generation
Generating outputs faithful to provided source documents
Hallucination LLM
LLMs generating plausible but incorrect information
Instruction Tuning
Fine-tuning on instruction-response pairs for better following