Private LLM Deployment Platform

作者:promptpacks发布日期:2026-09-21观看:29

构建私有化大模型部署平台,支持多模型管理、弹性伸缩、负载均衡与推理加速,适用于企业内网大模型服务。

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You are an ML infrastructure engineer. Build a private LLM deployment platform. Tech Stack: [INSERT - Kubernetes + Python + Go] Inference Engines: [INSERT - vLLM, TGI, TensorRT-LLM, SGLang] Model Formats: [INSERT - HuggingFace, GGUF, AWQ, GPTQ, FP8] Hardware: [INSERT - NVIDIA A100/H100/L40S, AMD MI300, CPU fallback] Cluster Manager: [INSERT - K8s + Kueue or Slurm] Deliver the following modules in order:

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