456
topic · #llm

Everything about llm

4 connected nodes across dictionary, workflows, comparisons, prompts, tool stacks and use cases.

/ Dictionary · 3
DEFDictionaryNODE·72CB36

LLM (Large Language Model)

A model trained on huge text corpora that predicts the next token to produce human-like language.

#ai#llm#fundamentals
/llmopen →
DEFDictionaryNODE·60620B

Contextual Compression

Contextual compression is a technique used to reduce the size of the input context for a Large Language Model (LLM) while retaining its most relevant information, typically by summarizing or filtering.

#context-engineering#llm#summarization
/contextual-compressionopen →
DEFDictionaryNODE·387417

Token Budgeting

Token budgeting is the strategic allocation and management of token usage within large language model (LLM) operations to control costs and optimize performance.

#token#agent-cost-control#llm
/token-budgetingopen →
/ Workflows · 1
FLWWorkflowNODE·2426E0

Context Window Optimization Workflow

This workflow outlines steps to optimize the information fed into an LLM's finite context window, ensuring maximal relevance and efficiency while managing token limits.

#context-engineering#llm#workflow
/context-window-optimization-workflowopen →