Best hardware to run Mixtral 8x7B (MoE)
The minimum self-hostable option and a comfortable recommended build for Mixtral 8x7B (MoE), plus the top devices that run it well.
Minimum
NVIDIA GeForce RTX 5090 (placeholder)Fits only at Q4_K_M with little headroom (~0.2GB) — usable but tight; consider more memory.
Recommended
NVIDIA B200 (placeholder)Fits at FP16 (~90GB) with ~79GB headroom — about 1 concurrent instance.
Top devices that run it well
- NVIDIA B200 (placeholder)NVIDIA · Datacenter GPUs
Fits at FP16 (~90GB) with ~79GB headroom — about 1 concurrent instance.
FP16 · ~90GBRuns well - Supermicro 8x H100 SuperServerSupermicro · AI Servers
Fits at FP16 (~90GB) with ~473.2GB headroom — about 6 concurrent instances.
FP16 · ~90GBRuns well - Dell PowerEdge XE9680Dell · AI Servers
Fits at FP16 (~90GB) with ~473.2GB headroom — about 6 concurrent instances.
FP16 · ~90GBRuns well - AMD Instinct MI300XAMD · Datacenter GPUs
Fits at FP16 (~90GB) with ~79GB headroom — about 1 concurrent instance.
FP16 · ~90GBRuns well - Cloud B200 (Blackwell profile, to verify)Cloud · Cloud GPU Profiles
Fits at FP16 (~90GB) with ~68.4GB headroom — about 1 concurrent instance.
FP16 · ~90GBRuns well - NVIDIA H200 (141GB)NVIDIA · Datacenter GPUs
Fits at FP16 (~90GB) with ~34.1GB headroom — about 1 concurrent instance.
FP16 · ~90GBRuns well
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