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
PEFT
Fine-tuning methods updating only small parameter subsets
Prompt Caching
Storing key-value states for repeated prompt prefixes
Prompt Template
Reusable structured format with dynamic input placeholders
GPT
OpenAI's family of autoregressive large language models
Llama
Meta AI's open-source large language models
Guardrails LLM
Frameworks for monitoring and controlling LLM I/O