LLM Optimization

Definitions

1. Improving a large language model workflow for quality, speed, reliability, or cost through changes to prompts, routing, context management, evaluation, or infrastructure. LLM optimization is often iterative and workload-specific.

   In plain English: Improving how a large language model system performs.

   Example: "The biggest LLM optimization win came from rewriting the system prompt to remove duplicated instructions."

Related Terms

• AI Efficiency
• AI Optimization
• AI Tuning
• LLM Benchmark
• LLM Cache
• LLM Calling
• LLM Completion
• LLM Config
• LLM Memory
• LLM Plugin
• LLM Proxy
• LLM Reliability
• LLM Router
• LLM Scale
• LLM SDK
• LLM Streaming
• LLM Trace
• LLM Wrapper
• Model Optimization
• Penalty
• Prompt Optimization