26 docs tagged with "Generative AI"

Fundamentals

Setup

注意力计算复杂度是 $O(n^2)$, 且是稀疏的 (模型不会均匀地关注所有输入):

Principles

Metrics

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Pre-trained models + fine-tuning (downstream tasks):

- Use existing documents:

Prompt Template

Fundamentals

Model Context Protocol

- Sequential.

Agent design patterns:

Scaling Law

Proximal Policy Optimization

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Fundamentals

Principles

Design

Chain of Thought

检索增强生成, 通常称为 RAG (Retrieval-Augmented Generation),

Principles

Taxonomy

Instruction

Embeddings and Vector Stores

AGENTS.md