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
Beam Search
Search algorithm exploring multiple output sequences
Model Merging
Combining fine-tuned LLMs without additional training
GPT
OpenAI's family of autoregressive large language models
Inference LLM
Using a trained LLM to generate outputs from inputs
QLoRA
Combining 4-bit quantization with LoRA for efficiency
Distillation LLM
Training smaller LLMs to replicate larger model behavior