home/categories/llm-ai/vasilyu1983-ai-agents-public-frameworks-shared-skills-skills-ai-llm-inference-skill-md
llm-aidata-ai
ai-llm-inference
Operational patterns for LLM inference: latency budgeting, tail-latency control, caching, batching/scheduling, quantization/compression, parallelism, and reliable serving at scale. Emphasizes production-grade performance, cost control, and observability.
maintainer
vasilyu1983
更新於 1/9/2026
星標
24
分支
6
quick start
Installation and usage
Operational patterns for LLM inference: latency budgeting, tail-latency control, caching, batching/scheduling, quantization/compression, parallelism, and reliable serving at scale. Emphasizes production-grade performance, cost control, and observability.
安裝
$ install --globalskills.sh
使用
安裝後，您可以透過在終端機執行以下指令來使用此技能：
skills use ai-llm-inference