BBrainOutput

Compatible devices for DeepSeek-R1 671B (MoE)

Every hardware profile in our catalog graded for DeepSeek-R1 671B (MoE), best fit first. For sellable vendor configurations, see the device catalog.

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  • Supermicro 8x H100 SuperServer
    Supermicro · AI Servers

    Fits at Q4_K_M (~400GB) with ~163.2GB headroom — about 1 concurrent instance.

    Q4_K_M · ~400GBRuns well
  • Dell PowerEdge XE9680
    Dell · AI Servers

    Fits at Q4_K_M (~400GB) with ~163.2GB headroom — about 1 concurrent instance.

    Q4_K_M · ~400GBRuns well
  • NVIDIA B200 (placeholder)
    NVIDIA · Datacenter GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~169GB). Choose a smaller model or step up the hardware.

    Not recommended
  • AMD Instinct MI300X
    AMD · Datacenter GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~169GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Cloud B200 (Blackwell profile, to verify)
    Cloud · Cloud GPU Profiles

    Even the smallest quantization (~400GB) exceeds usable memory (~158.4GB). Choose a smaller model or step up the hardware.

    Not recommended
  • NVIDIA H200 (141GB)
    NVIDIA · Datacenter GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~124.1GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Cloud H200 141GB (profile)
    Cloud · Cloud GPU Profiles

    Even the smallest quantization (~400GB) exceeds usable memory (~124.1GB). Choose a smaller model or step up the hardware.

    Not recommended
  • NVIDIA H100 (80GB)
    NVIDIA · Datacenter GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~70.4GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Cloud H100 80GB (profile)
    Cloud · Cloud GPU Profiles

    Even the smallest quantization (~400GB) exceeds usable memory (~70.4GB). Choose a smaller model or step up the hardware.

    Not recommended
  • NVIDIA RTX PRO 6000 Blackwell
    NVIDIA · Professional GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~84.5GB). Choose a smaller model or step up the hardware.

    Not recommended
  • HP Z8 Fury G5 Workstation
    HP · AI Workstations

    Even the smallest quantization (~400GB) exceeds usable memory (~84.5GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Lenovo ThinkStation PX Workstation
    Lenovo · AI Workstations

    Even the smallest quantization (~400GB) exceeds usable memory (~84.5GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Supermicro AI Workstation
    Supermicro · AI Workstations

    Even the smallest quantization (~400GB) exceeds usable memory (~84.5GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Apple Mac Studio (M2 Ultra)
    Apple · Apple Silicon

    Even the smallest quantization (~400GB) exceeds usable memory (~134.4GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Apple Mac Studio (M4 Ultra class, to verify)
    Apple · Apple Silicon

    Even the smallest quantization (~400GB) exceeds usable memory (~134.4GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Quad RTX 4090 AI Workstation (reference profile)
    Reference · AI Workstations

    Even the smallest quantization (~400GB) exceeds usable memory (~84.5GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Dell Precision 7960 AI Workstation
    Dell · AI Workstations

    Even the smallest quantization (~400GB) exceeds usable memory (~42.2GB). Choose a smaller model or step up the hardware.

    Not recommended
  • NVIDIA A100 80GB
    NVIDIA · Datacenter GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~70.4GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Cloud A100 80GB (profile)
    Cloud · Cloud GPU Profiles

    Even the smallest quantization (~400GB) exceeds usable memory (~70.4GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Apple Mac Studio (M4 Max)
    Apple · Apple Silicon

    Even the smallest quantization (~400GB) exceeds usable memory (~89.6GB). Choose a smaller model or step up the hardware.

    Not recommended
  • NVIDIA GeForce RTX 5090 (placeholder)
    NVIDIA · Consumer GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~28.2GB). Choose a smaller model or step up the hardware.

    Not recommended
  • NVIDIA DGX Spark (GB10 class)
    NVIDIA · AI Appliances

    Even the smallest quantization (~400GB) exceeds usable memory (~89.6GB). Choose a smaller model or step up the hardware.

    Not recommended
  • AMD Ryzen AI Max Mini PC (Strix Halo class)
    AMD · Mini PCs

    Even the smallest quantization (~400GB) exceeds usable memory (~89.6GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Coding Agent Workstation (reference profile)
    Reference · AI Workstations

    Even the smallest quantization (~400GB) exceeds usable memory (~42.2GB). Choose a smaller model or step up the hardware.

    Not recommended
  • NVIDIA L40S
    NVIDIA · Datacenter GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~42.2GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Cloud L40S 48GB (profile)
    Cloud · Cloud GPU Profiles

    Even the smallest quantization (~400GB) exceeds usable memory (~42.2GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Apple Mac mini (M4 Pro)
    Apple · Apple Silicon

    Even the smallest quantization (~400GB) exceeds usable memory (~44.8GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Law Firm Private AI Box (reference profile)
    Reference · AI Appliances

    Even the smallest quantization (~400GB) exceeds usable memory (~42.2GB). Choose a smaller model or step up the hardware.

    Not recommended
  • NVIDIA RTX 6000 Ada Generation
    NVIDIA · Professional GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~42.2GB). Choose a smaller model or step up the hardware.

    Not recommended
  • AMD Radeon PRO W7900
    AMD · Professional GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~42.2GB). Choose a smaller model or step up the hardware.

    Not recommended
  • NVIDIA RTX A6000
    NVIDIA · Professional GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~42.2GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Accounting / Odoo AI Box (reference profile)
    Reference · AI Appliances

    Even the smallest quantization (~400GB) exceeds usable memory (~21.1GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Small Business Mini PC (reference profile)
    Reference · Mini PCs

    Even the smallest quantization (~400GB) exceeds usable memory (~22.4GB). Choose a smaller model or step up the hardware.

    Not recommended
  • NVIDIA GeForce RTX 4090
    NVIDIA · Consumer GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~21.1GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Apple Mac mini (M4)
    Apple · Apple Silicon

    Even the smallest quantization (~400GB) exceeds usable memory (~22.4GB). Choose a smaller model or step up the hardware.

    Not recommended
  • AMD Radeon RX 7900 XTX
    AMD · Consumer GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~21.1GB). Choose a smaller model or step up the hardware.

    Not recommended
  • NVIDIA GeForce RTX 3090
    NVIDIA · Consumer GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~21.1GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Dual RTX 3060 Local Server (reference profile)
    Reference · AI Servers

    Even the smallest quantization (~400GB) exceeds usable memory (~21.1GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Local Office AI Appliance (reference profile)
    Reference · AI Appliances

    Even the smallest quantization (~400GB) exceeds usable memory (~14.1GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Hotel AI Automation Box (reference profile)
    Reference · AI Appliances

    Even the smallest quantization (~400GB) exceeds usable memory (~14.1GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Intel Arc A770 16GB
    Intel · Consumer GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~14.1GB). Choose a smaller model or step up the hardware.

    Not recommended
  • Intel Arc B580 12GB
    Intel · Consumer GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~10.6GB). Choose a smaller model or step up the hardware.

    Not recommended
  • NVIDIA GeForce RTX 3060 12GB
    NVIDIA · Consumer GPUs

    Even the smallest quantization (~400GB) exceeds usable memory (~10.6GB). Choose a smaller model or step up the hardware.

    Not recommended

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