מושגי ליבה
LMaaS에서 효과적인 LLM 서비스 호출 전략의 중요성과 구성에 대한 종합적인 조사
סטטיסטיקה
"Estimated by Claudia Slowik, a business supporting 15,000 customer interactions with text-davinci-003 could have a monthly cost exceeding $14,400."
"The cost of invoking LLM services consists of two components: (1) input cost (proportional to the length of the input prompt), (2) output cost (proportional to the length of the generated sequence)."
ציטוטים
"Via accessing these powerful LLMs as services through their opened API, novice users do not need to possess extensive computational resources and expertise in deep learning, as they can solve the tasks of interest by crafting task-specific input query."
"Considering the heterogeneity in pricing does not necessarily correlate with the user experience, it is a great need to explore effective invocation methods for LLM services in practice."