{"product_id":"supermicro-sys-821ge-h100-cluster","title":"Supermicro SYS-821GE H100 AI Server","description":"\u003cp\u003eThe \u003cstrong\u003eSupermicro SYS-821GE-TNHR\u003c\/strong\u003e is an enterprise-grade 8-GPU AI server engineered for training the largest foundation models and running massive-scale inference clusters at peak efficiency. Built on NVIDIA HGX H100 architecture, this 8U rackmount powerhouse features eight NVIDIA H100 SXM5 Tensor Core GPUs fully interconnected via fourth-generation NVIDIA NVSwitch, delivering unprecedented all-to-all communication bandwidth for distributed deep learning workloads that would overwhelm conventional PCIe-based systems.\u003c\/p\u003e\n\n\u003cp\u003e\u003cstrong\u003eKey Specifications:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e8— NVIDIA H100 SXM5 Tensor Core GPUs (80 GB HBM3 each, 640 GB total)\u003c\/li\u003e\n\u003cli\u003eDual Intel Xeon Platinum 8480+ processors (56 cores each, 112 threads total)\u003c\/li\u003e\n\u003cli\u003eUp to 8 TB DDR5-4800 ECC RDIMM across 32 DIMM slots\u003c\/li\u003e\n\u003cli\u003eMultiple NVMe Gen4\/U.2 drive bays for massive parallel dataset storage\u003c\/li\u003e\n\u003cli\u003e400 Gb\/s NVIDIA Quantum-2 InfiniBand or NDR networking\u003c\/li\u003e\n\u003cli\u003e8U rackmount chassis with advanced liquid-assistednd redundant PSUs\u003c\/li\u003e\n\u003cli\u003eNVIDIA AI Enterprise license and Base Command Manager cluster orchestration\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003e\u003cstrong\u003eUse Cases:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eTraining large language models with hundreds of billions of parameters\u003c\/li\u003e\n\u003cli\u003eMulti-modal foundation model development spanning text, image, video, and audio\u003c\/li\u003e\n\u003cli\u003eLarge-scale scientific simulation, climate modeling, and molecular dynamics\u003c\/li\u003e\n\u003cli\u003eHigh-frequency trading AI, real-time risk analytics, and fraud detection\u003c\/li\u003e\n\u003cli\u003eFederated learning and sovereign AI cluster deployment for government labs\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003cp\u003e\u003cstrong\u003eCanada's National AI Infrastructure:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eAs Canada scales its sovereign AI compute capacity to retain global leadership in ethical AI, natural language processing, and climate science, institutions require locally sourced, fully service-backed H100 infrastructure. The Supermicro SYS-821GE-TNHR, distributed exclusively by Dark AI Factories, is the foundational building block of next-generation Canadian AI clusters. We provide white-glove \u003cstrong\u003eCanada-wide shipping\u003c\/strong\u003e, professional rack-and-stack installation coordination, \u003cstrong\u003ebilingual FR\/EN support\u003c\/strong\u003e for pan-Canadian research networks and Crown corporations, and \u003cstrong\u003eexpert curation\u003c\/strong\u003e covering InfiniBand topology design, Slurm and Kubernetes cluster configuration, storage tiering, and thermal validation for Canadian datacenter environments from Toronto to Calgary.\u003c\/p\u003e\n\n\u003cp\u003e\u003cstrong\u003eContact us for pricing.\u003c\/strong\u003e H100 GPU allocation and system pricing vary based on NVIDIA partner allocation schedules, configuration options, networking topology, and volume commitments. Dark AI Factories is your Canadian authorized channel for Supermicro AI servers with full warranty and spare parts availability.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eContactez-nous pour une soumission personnalisèe.\u003c\/strong\u003e\u003c\/p\u003e","brand":"Dark AI Factories","offers":[{"title":"Default Title","offer_id":47534840283314,"sku":"DAF-AIWK-SUPERMICRO-821GE-H100","price":0.0,"currency_code":"CAD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0765\/1947\/3330\/files\/Product_image_800x800_1fbc3542-a4d6-46d1-8f06-8818eb06d745.png?v=1780335343","url":"https:\/\/www.darkaifactories.com\/products\/supermicro-sys-821ge-h100-cluster","provider":"Darkaifactories","version":"1.0","type":"link"}