Large Language Models
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Chain-of-Thought Prompting
Quick Definition
Technique encouraging step-by-step reasoning in LLMs
Full Definition
A technique encouraging LLMs to break down complex problems into sequential reasoning steps.
Examples
math problem solving, complex reasoning, debugging
Related Terms
prompt-engineering
few-shot-learning
More Large Language Models Terms
Prompt Template
Reusable structured format with dynamic input placeholders
Function Calling
Structured mechanism for LLMs to generate API function calls
Top-K Sampling
Generation strategy considering top k most probable tokens
Nucleus Sampling
Generation using cumulative probability threshold for token selection
Beam Search
Search algorithm exploring multiple output sequences
Alignment Tax
Performance cost of aligning AI with human preferences