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
Autoregressive Model
Generative model predicting next token from previous tokens
Positional Encoding
Incorporating token position information into transformers
Sparse Attention
Attention attending to only a subset of tokens
Guardrails LLM
Frameworks for monitoring and controlling LLM I/O
Top-K Sampling
Generation strategy considering top k most probable tokens
Synthetic Data Generation
Using AI to create artificial training data replicating patterns