📄️ 🟢 Prompting com Cadeia de Pensamento
Prompting com Cadeia de Pensamento (CdP) (@wei2022chain) é um método de prompting recente, que encoraja ao LLM (Grande Modelo de Linguagem) a explicar o seu raciocínio. A imagem abaixo (@wei2022chain) mostra um prompt few shot padrão (esquerda) comparado ao prompt com Cadeia de Pensamento (direita).
📄️ 🟢 Zero Shot Chain of Thought
Zero Shot Chain of Thought (Zero-shot-CoT) prompting (@kojima2022large) is a
📄️ 🟡 Self-Consistency
Self-consistency(@wang2022selfconsistency) is a follow up to %%CoT|CoT prompting%% that generates
📄️ 🟡 Generated Knowledge
The idea behind the generated knowledge approach(@liu2021generated) is to ask the %%LLM|LLM%% to generate potentially useful information about a given question/prompt before generating a final response.
📄️ 🟡 Least to Most Prompting
Least to Most prompting (LtM)(@zhou2022leasttomost) takes %%CoT prompting|CoT prompting%% a step further by first breaking a problem into sub problems then solving each one. It is a technique inspired by real-world educational strategies for children.
📄️ 🟢 What's in a Prompt?
We have gone through a few different prompting strategies in the previous pages.