BBrainOutput

Compatible devices for mxbai-embed-large (class)

Every hardware profile in our catalog graded for mxbai-embed-large (class), best fit first. For sellable vendor configurations, see the device catalog.

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  • Supermicro 8x H100 SuperServer
    Supermicro · AI Servers

    Fits at FP16 (~1GB) with ~562.2GB headroom — about 563 concurrent instances.

    FP16 · ~1GBRuns well
  • Dell PowerEdge XE9680
    Dell · AI Servers

    Fits at FP16 (~1GB) with ~562.2GB headroom — about 563 concurrent instances.

    FP16 · ~1GBRuns well
  • AMD Instinct MI300X
    AMD · Datacenter GPUs

    Fits at FP16 (~1GB) with ~168GB headroom — about 169 concurrent instances.

    FP16 · ~1GBRuns well
  • NVIDIA H200 (141GB)
    NVIDIA · Datacenter GPUs

    Fits at FP16 (~1GB) with ~123.1GB headroom — about 124 concurrent instances.

    FP16 · ~1GBRuns well
  • Cloud H200 141GB (profile)
    Cloud · Cloud GPU Profiles

    Fits at FP16 (~1GB) with ~123.1GB headroom — about 124 concurrent instances.

    FP16 · ~1GBRuns well
  • NVIDIA H100 (80GB)
    NVIDIA · Datacenter GPUs

    Fits at FP16 (~1GB) with ~69.4GB headroom — about 70 concurrent instances.

    FP16 · ~1GBRuns well
  • Cloud H100 80GB (profile)
    Cloud · Cloud GPU Profiles

    Fits at FP16 (~1GB) with ~69.4GB headroom — about 70 concurrent instances.

    FP16 · ~1GBRuns well
  • HP Z8 Fury G5 Workstation
    HP · AI Workstations

    Fits at FP16 (~1GB) with ~83.5GB headroom — about 84 concurrent instances.

    FP16 · ~1GBRuns well
  • Lenovo ThinkStation PX Workstation
    Lenovo · AI Workstations

    Fits at FP16 (~1GB) with ~83.5GB headroom — about 84 concurrent instances.

    FP16 · ~1GBRuns well
  • Supermicro AI Workstation
    Supermicro · AI Workstations

    Fits at FP16 (~1GB) with ~83.5GB headroom — about 84 concurrent instances.

    FP16 · ~1GBRuns well
  • Apple Mac Studio (M2 Ultra)
    Apple · Apple Silicon

    Fits at FP16 (~1GB) with ~133.4GB headroom — about 134 concurrent instances.

    FP16 · ~1GBRuns well
  • Quad RTX 4090 AI Workstation (reference profile)
    Reference · AI Workstations

    Fits at FP16 (~1GB) with ~83.5GB headroom — about 84 concurrent instances.

    FP16 · ~1GBRuns well
  • Dell Precision 7960 AI Workstation
    Dell · AI Workstations

    Fits at FP16 (~1GB) with ~41.2GB headroom — about 42 concurrent instances.

    FP16 · ~1GBRuns well
  • NVIDIA A100 80GB
    NVIDIA · Datacenter GPUs

    Fits at FP16 (~1GB) with ~69.4GB headroom — about 70 concurrent instances.

    FP16 · ~1GBRuns well
  • Cloud A100 80GB (profile)
    Cloud · Cloud GPU Profiles

    Fits at FP16 (~1GB) with ~69.4GB headroom — about 70 concurrent instances.

    FP16 · ~1GBRuns well
  • Apple Mac Studio (M4 Max)
    Apple · Apple Silicon

    Fits at FP16 (~1GB) with ~88.6GB headroom — about 89 concurrent instances.

    FP16 · ~1GBRuns well
  • NVIDIA DGX Spark (GB10)
    NVIDIA · AI Appliances

    Fits at FP16 (~1GB) with ~88.6GB headroom — about 89 concurrent instances.

    FP16 · ~1GBRuns well
  • ASUS Ascent GX10 (GB10)
    ASUS · AI Appliances

    Fits at FP16 (~1GB) with ~88.6GB headroom — about 89 concurrent instances.

    FP16 · ~1GBRuns well
  • Dell Pro Max with GB10
    Dell · AI Appliances

    Fits at FP16 (~1GB) with ~88.6GB headroom — about 89 concurrent instances.

    FP16 · ~1GBRuns well
  • AMD Ryzen AI Max Mini PC (Strix Halo class)
    AMD · Mini PCs

    Fits at FP16 (~1GB) with ~88.6GB headroom — about 89 concurrent instances.

    FP16 · ~1GBRuns well
  • Coding Agent Workstation (reference profile)
    Reference · AI Workstations

    Fits at FP16 (~1GB) with ~41.2GB headroom — about 42 concurrent instances.

    FP16 · ~1GBRuns well
  • NVIDIA L40S
    NVIDIA · Datacenter GPUs

    Fits at FP16 (~1GB) with ~41.2GB headroom — about 42 concurrent instances.

    FP16 · ~1GBRuns well
  • Cloud L40S 48GB (profile)
    Cloud · Cloud GPU Profiles

    Fits at FP16 (~1GB) with ~41.2GB headroom — about 42 concurrent instances.

    FP16 · ~1GBRuns well
  • Apple Mac mini (M4 Pro)
    Apple · Apple Silicon

    Fits at FP16 (~1GB) with ~43.8GB headroom — about 44 concurrent instances.

    FP16 · ~1GBRuns well
  • Law Firm Private AI Box (reference profile)
    Reference · AI Appliances

    Fits at FP16 (~1GB) with ~41.2GB headroom — about 42 concurrent instances.

    FP16 · ~1GBRuns well
  • NVIDIA RTX 6000 Ada Generation
    NVIDIA · Professional GPUs

    Fits at FP16 (~1GB) with ~41.2GB headroom — about 42 concurrent instances.

    FP16 · ~1GBRuns well
  • AMD Radeon PRO W7900
    AMD · Professional GPUs

    Fits at FP16 (~1GB) with ~41.2GB headroom — about 42 concurrent instances.

    FP16 · ~1GBRuns well
  • NVIDIA RTX A6000
    NVIDIA · Professional GPUs

    Fits at FP16 (~1GB) with ~41.2GB headroom — about 42 concurrent instances.

    FP16 · ~1GBRuns well
  • Accounting / Odoo AI Box (reference profile)
    Reference · AI Appliances

    Fits at FP16 (~1GB) with ~20.1GB headroom — about 21 concurrent instances.

    FP16 · ~1GBRuns well
  • Small Business Mini PC (reference profile)
    Reference · Mini PCs

    Fits at FP16 (~1GB) with ~21.4GB headroom — about 22 concurrent instances.

    FP16 · ~1GBRuns well
  • NVIDIA GeForce RTX 4090
    NVIDIA · Consumer GPUs

    Fits at FP16 (~1GB) with ~20.1GB headroom — about 21 concurrent instances.

    FP16 · ~1GBRuns well
  • Apple Mac mini (M4)
    Apple · Apple Silicon

    Fits at FP16 (~1GB) with ~21.4GB headroom — about 22 concurrent instances.

    FP16 · ~1GBRuns well
  • AMD Radeon RX 7900 XTX
    AMD · Consumer GPUs

    Fits at FP16 (~1GB) with ~20.1GB headroom — about 21 concurrent instances.

    FP16 · ~1GBRuns well
  • NVIDIA GeForce RTX 3090
    NVIDIA · Consumer GPUs

    Fits at FP16 (~1GB) with ~20.1GB headroom — about 21 concurrent instances.

    FP16 · ~1GBRuns well
  • Dual RTX 3060 Local Server (reference profile)
    Reference · AI Servers

    Fits at FP16 (~1GB) with ~20.1GB headroom — about 21 concurrent instances.

    FP16 · ~1GBRuns well
  • Local Office AI Appliance (reference profile)
    Reference · AI Appliances

    Fits at FP16 (~1GB) with ~13.1GB headroom — about 14 concurrent instances.

    FP16 · ~1GBRuns well
  • Hotel AI Automation Box (reference profile)
    Reference · AI Appliances

    Fits at FP16 (~1GB) with ~13.1GB headroom — about 14 concurrent instances.

    FP16 · ~1GBRuns well
  • Intel Arc A770 16GB
    Intel · Consumer GPUs

    Fits at FP16 (~1GB) with ~13.1GB headroom — about 14 concurrent instances.

    FP16 · ~1GBRuns well
  • Intel Arc B580 12GB
    Intel · Consumer GPUs

    Fits at FP16 (~1GB) with ~9.6GB headroom — about 10 concurrent instances.

    FP16 · ~1GBRuns well
  • NVIDIA GeForce RTX 3060 12GB
    NVIDIA · Consumer GPUs

    Fits at FP16 (~1GB) with ~9.6GB headroom — about 10 concurrent instances.

    FP16 · ~1GBRuns well

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