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
Guardrails LLM
Frameworks for monitoring and controlling LLM I/O
WordPiece
Subword tokenization splitting words into frequent units
Nucleus Sampling
Generation using cumulative probability threshold for token selection
QLoRA
Combining 4-bit quantization with LoRA for efficiency
Grounded Generation
Generating outputs faithful to provided source documents