BBrainOutput

Compatible devices for Qwen2.5 Coder 7B Instruct

Every hardware profile in our catalog graded for Qwen2.5 Coder 7B Instruct, best fit first. For sellable vendor configurations, see the device catalog.

Just the best hardware →

  • Supermicro 8x H100 SuperServer
    Supermicro · AI Servers

    Fits at FP16 (~15.2GB) with ~548GB headroom — about 37 concurrent instances.

    FP16 · ~15.2GBRuns well
  • Dell PowerEdge XE9680
    Dell · AI Servers

    Fits at FP16 (~15.2GB) with ~548GB headroom — about 37 concurrent instances.

    FP16 · ~15.2GBRuns well
  • AMD Instinct MI300X
    AMD · Datacenter GPUs

    Fits at FP16 (~15.2GB) with ~153.8GB headroom — about 11 concurrent instances.

    FP16 · ~15.2GBRuns well
  • NVIDIA H200 (141GB)
    NVIDIA · Datacenter GPUs

    Fits at FP16 (~15.2GB) with ~108.9GB headroom — about 8 concurrent instances.

    FP16 · ~15.2GBRuns well
  • Cloud H200 141GB (profile)
    Cloud · Cloud GPU Profiles

    Fits at FP16 (~15.2GB) with ~108.9GB headroom — about 8 concurrent instances.

    FP16 · ~15.2GBRuns well
  • NVIDIA H100 (80GB)
    NVIDIA · Datacenter GPUs

    Fits at FP16 (~15.2GB) with ~55.2GB headroom — about 4 concurrent instances.

    FP16 · ~15.2GBRuns well
  • Cloud H100 80GB (profile)
    Cloud · Cloud GPU Profiles

    Fits at FP16 (~15.2GB) with ~55.2GB headroom — about 4 concurrent instances.

    FP16 · ~15.2GBRuns well
  • HP Z8 Fury G5 Workstation
    HP · AI Workstations

    Fits at FP16 (~15.2GB) with ~69.3GB headroom — about 5 concurrent instances.

    FP16 · ~15.2GBRuns well
  • Lenovo ThinkStation PX Workstation
    Lenovo · AI Workstations

    Fits at FP16 (~15.2GB) with ~69.3GB headroom — about 5 concurrent instances.

    FP16 · ~15.2GBRuns well
  • Supermicro AI Workstation
    Supermicro · AI Workstations

    Fits at FP16 (~15.2GB) with ~69.3GB headroom — about 5 concurrent instances.

    FP16 · ~15.2GBRuns well
  • Apple Mac Studio (M2 Ultra)
    Apple · Apple Silicon

    Fits at FP16 (~15.2GB) with ~119.2GB headroom — about 8 concurrent instances.

    FP16 · ~15.2GBRuns well
  • Quad RTX 4090 AI Workstation (reference profile)
    Reference · AI Workstations

    Fits at FP16 (~15.2GB) with ~69.3GB headroom — about 5 concurrent instances.

    FP16 · ~15.2GBRuns well
  • Dell Precision 7960 AI Workstation
    Dell · AI Workstations

    Fits at FP16 (~15.2GB) with ~27GB headroom — about 2 concurrent instances.

    FP16 · ~15.2GBRuns well
  • NVIDIA A100 80GB
    NVIDIA · Datacenter GPUs

    Fits at FP16 (~15.2GB) with ~55.2GB headroom — about 4 concurrent instances.

    FP16 · ~15.2GBRuns well
  • Cloud A100 80GB (profile)
    Cloud · Cloud GPU Profiles

    Fits at FP16 (~15.2GB) with ~55.2GB headroom — about 4 concurrent instances.

    FP16 · ~15.2GBRuns well
  • Apple Mac Studio (M4 Max)
    Apple · Apple Silicon

    Fits at FP16 (~15.2GB) with ~74.4GB headroom — about 5 concurrent instances.

    FP16 · ~15.2GBRuns well
  • NVIDIA DGX Spark (GB10)
    NVIDIA · AI Appliances

    Fits at FP16 (~15.2GB) with ~74.4GB headroom — about 5 concurrent instances.

    FP16 · ~15.2GBRuns well
  • ASUS Ascent GX10 (GB10)
    ASUS · AI Appliances

    Fits at FP16 (~15.2GB) with ~74.4GB headroom — about 5 concurrent instances.

    FP16 · ~15.2GBRuns well
  • Dell Pro Max with GB10
    Dell · AI Appliances

    Fits at FP16 (~15.2GB) with ~74.4GB headroom — about 5 concurrent instances.

    FP16 · ~15.2GBRuns well
  • AMD Ryzen AI Max Mini PC (Strix Halo class)
    AMD · Mini PCs

    Fits at FP16 (~15.2GB) with ~74.4GB headroom — about 5 concurrent instances.

    FP16 · ~15.2GBRuns well
  • Coding Agent Workstation (reference profile)
    Reference · AI Workstations

    Fits at FP16 (~15.2GB) with ~27GB headroom — about 2 concurrent instances.

    FP16 · ~15.2GBRuns well
  • NVIDIA L40S
    NVIDIA · Datacenter GPUs

    Fits at FP16 (~15.2GB) with ~27GB headroom — about 2 concurrent instances.

    FP16 · ~15.2GBRuns well
  • Cloud L40S 48GB (profile)
    Cloud · Cloud GPU Profiles

    Fits at FP16 (~15.2GB) with ~27GB headroom — about 2 concurrent instances.

    FP16 · ~15.2GBRuns well
  • Apple Mac mini (M4 Pro)
    Apple · Apple Silicon

    Fits at FP16 (~15.2GB) with ~29.6GB headroom — about 2 concurrent instances.

    FP16 · ~15.2GBRuns well
  • Law Firm Private AI Box (reference profile)
    Reference · AI Appliances

    Fits at FP16 (~15.2GB) with ~27GB headroom — about 2 concurrent instances.

    FP16 · ~15.2GBRuns well
  • NVIDIA RTX 6000 Ada Generation
    NVIDIA · Professional GPUs

    Fits at FP16 (~15.2GB) with ~27GB headroom — about 2 concurrent instances.

    FP16 · ~15.2GBRuns well
  • AMD Radeon PRO W7900
    AMD · Professional GPUs

    Fits at FP16 (~15.2GB) with ~27GB headroom — about 2 concurrent instances.

    FP16 · ~15.2GBRuns well
  • NVIDIA RTX A6000
    NVIDIA · Professional GPUs

    Fits at FP16 (~15.2GB) with ~27GB headroom — about 2 concurrent instances.

    FP16 · ~15.2GBRuns well
  • Accounting / Odoo AI Box (reference profile)
    Reference · AI Appliances

    Fits at FP16 (~15.2GB) with ~5.9GB headroom — about 1 concurrent instance.

    FP16 · ~15.2GBRuns well
  • Small Business Mini PC (reference profile)
    Reference · Mini PCs

    Fits at FP16 (~15.2GB) with ~7.2GB headroom — about 1 concurrent instance.

    FP16 · ~15.2GBRuns well
  • NVIDIA GeForce RTX 4090
    NVIDIA · Consumer GPUs

    Fits at FP16 (~15.2GB) with ~5.9GB headroom — about 1 concurrent instance.

    FP16 · ~15.2GBRuns well
  • Apple Mac mini (M4)
    Apple · Apple Silicon

    Fits at FP16 (~15.2GB) with ~7.2GB headroom — about 1 concurrent instance.

    FP16 · ~15.2GBRuns well
  • AMD Radeon RX 7900 XTX
    AMD · Consumer GPUs

    Fits at FP16 (~15.2GB) with ~5.9GB headroom — about 1 concurrent instance.

    FP16 · ~15.2GBRuns well
  • NVIDIA GeForce RTX 3090
    NVIDIA · Consumer GPUs

    Fits at FP16 (~15.2GB) with ~5.9GB headroom — about 1 concurrent instance.

    FP16 · ~15.2GBRuns well
  • Dual RTX 3060 Local Server (reference profile)
    Reference · AI Servers

    Fits at FP16 (~15.2GB) with ~5.9GB headroom — about 1 concurrent instance.

    FP16 · ~15.2GBRuns well
  • Local Office AI Appliance (reference profile)
    Reference · AI Appliances

    Fits at Q8_0 (~8.4GB) with ~5.7GB headroom — about 1 concurrent instance.

    Q8_0 · ~8.4GBRuns well
  • Hotel AI Automation Box (reference profile)
    Reference · AI Appliances

    Fits at Q8_0 (~8.4GB) with ~5.7GB headroom — about 1 concurrent instance.

    Q8_0 · ~8.4GBRuns well
  • Intel Arc A770 16GB
    Intel · Consumer GPUs

    Fits at Q8_0 (~8.4GB) with ~5.7GB headroom — about 1 concurrent instance.

    Q8_0 · ~8.4GBRuns well
  • Intel Arc B580 12GB
    Intel · Consumer GPUs

    Fits at Q8_0 (~8.4GB) with ~2.2GB headroom — about 1 concurrent instance.

    Q8_0 · ~8.4GBRuns well
  • NVIDIA GeForce RTX 3060 12GB
    NVIDIA · Consumer GPUs

    Fits at Q8_0 (~8.4GB) with ~2.2GB headroom — about 1 concurrent instance.

    Q8_0 · ~8.4GBRuns well

Run Qwen2.5 Coder 7B Instruct privately

Run your own AI agents on hardware you control — private by design, no per-seat data leaving your premises. BrainOutput helps you pick the right machine and turn it into a working AI Business OS.