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
Sparse Attention
Attention attending to only a subset of tokens
Fine-Tuning
Further training pre-trained models on specific domain data
Mistral
Efficient open-source LLMs with strong performance
Top-K Sampling
Generation strategy considering top k most probable tokens
RoPE
Position encoding using rotation matrices for relative positions
RAG
Enhancing LLMs by retrieving relevant external knowledge