AI GPU云 - 含AI评论的目录

训练和服务大型AI模型需要大多数公司无法自行维护的专用GPU基础设施。CoreWeave和Lambda Cloud按需提供H100和A100集群，用于研究和生产工作负载。RunPod和Vast.ai利用分布式GPU网络实现高性价比的训练，而Groq的定制推理芯片和Together AI优化的服务栈则优先考虑大规模低延迟推理。

CoreWeave 1 4.7 CoreWeave 付费 API 2条评论 CoreWeave 提供大规模 NVIDIA GPU 集群，具有裸机性能和 InfiniBand 网络，适用于人工智能工作负载。 RunPod 2 4.6 RunPod 付费 API 1条评论 RunPod offers affordable GPU cloud computing with both on-demand and spot instances, plus a serverless GPU platform for deploying inference endpoints. It supports a wide range of NVIDIA GPUs from consumer RTX cards to enterprise A100s and H100s, with one-click templates for popular ML frameworks. Ru Lambda Cloud 3 4.6 Lambda Cloud 付费 API 2条评论 Lambda Cloud provides on-demand access to NVIDIA H100, A100, and other high-performance GPUs optimized for deep learning training and inference workloads. Their instances come pre-configured with popular ML frameworks and offer competitive per-GPU-hour pricing. Lambda is a top choice for AI research Paperspace by DigitalOcean 4 4.3 Paperspace by DigitalOcean 免费增值 免费计划 API 1条评论 Paperspace, now part of DigitalOcean, provides GPU-accelerated virtual machines and a managed ML platform called Gradient for training and deploying models. It offers free-tier GPU notebooks along with paid access to A100 and H100 instances, making it accessible for students and professionals alike. Together AI 5 4.3 Together AI 付费 API 企业版 2条评论 Together AI 运营针对 AI 推理和训练进行了优化的高性能 GPU 集群。它为需要保障资源的组织提供专用 GPU 容量，以及在用户之间高效共享 GPU 资源以实现成本有效的模型服务的无服务器推理。 Vast.ai 6 4.3 Vast.ai 付费 API 1条评论 Vast.ai is a GPU marketplace that connects renters with hosts offering idle GPU capacity, resulting in prices significantly lower than traditional cloud providers. Users can bid on or rent GPUs ranging from consumer cards to enterprise hardware across thousands of machines worldwide. It is popular a FluidStack 7 4.2 FluidStack 付费 API 2条评论 FluidStack 汇聚分布式 GPU 容量，提供具有竞争力的 NVIDIA GPU 定价，作为超大规模云平台的替代方案。 Replicate 8 4.2 Replicate 付费 API 企业版 2条评论 Replicate 为运行 AI 模型提供按需 GPU 计算，可访问 NVIDIA A40、A100 和 H100 GPU。其无服务器架构根据需求自动配置和释放 GPU 资源，为可变工作负载提供比保留 GPU 实例更具成本效益的替代方案。 Groq 9 4.1 Groq 免费增值 免费计划 API 企业版 3条评论 Groq 运营基于其专有 LPU（语言处理单元）芯片的云基础设施，该芯片专为 LLM 推理而设计。虽然不使用传统 GPU，但 Groq 提供 AI 计算云服务，包括共享 API 访问和专用 GroqRack 部署，供需要保障容量的组织使用。