Large Language Models
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Structured Output
Quick Definition
Generating LLM responses in predefined machine-readable formats
Full Definition
The ability of LLMs to generate responses in predefined formats like JSON or XML.
Examples
JSON mode, schema enforcement, API responses
Related Terms
function-calling
json-mode
More Large Language Models Terms
Tokenization
Breaking text into tokens for language model processing
Pre-training
Initial training learning general language patterns from text
LoRA
Parameter-efficient fine-tuning using low-rank matrix decomposition
Instruction Tuning
Fine-tuning on instruction-response pairs for better following
Distillation LLM
Training smaller LLMs to replicate larger model behavior
Autoregressive Model
Generative model predicting next token from previous tokens