LLMMixtralApache-2.0

Mixtral-8x7B-Instruct-v0.1

mistralai/Mixtral-8x7B-Instruct-v0.1

First-generation MoE (8x7B), efficient sparse inference.

Parameters

46.7B

Context

32K

Downloads

2M

Likes

3.4K

Architecture

mixtral

View on HuggingFace

GPU Requirements

VRAM / RAM / disk estimates by quantization and usage scenario

QuantizationMinimumRecommendedProduction
FP1616bit
115.0 GB
RAM 172.5 · Disk 174.7
135.7 GB
RAM 203.6 · Disk 200.7
237.6 GB
RAM 356.5 · Disk 239.7
FP88bit
60.0 GB
RAM 90.0 · Disk 106.9
78.2 GB
RAM 117.3 · Disk 132.9
177.6 GB
RAM 266.4 · Disk 171.9
INT88bit
60.0 GB
RAM 90.0 · Disk 106.9
78.2 GB
RAM 117.3 · Disk 132.9
177.6 GB
RAM 266.4 · Disk 171.9
AWQ4bit
33.5 GB
RAM 50.2 · Disk 74.2
50.5 GB
RAM 75.8 · Disk 100.2
148.7 GB
RAM 223.1 · Disk 139.2
GPTQ4bit
33.8 GB
RAM 50.8 · Disk 74.6
50.9 GB
RAM 76.4 · Disk 100.6
149.1 GB
RAM 223.7 · Disk 139.6
GGUF4bit
34.5 GB
RAM 51.8 · Disk 75.5
51.6 GB
RAM 77.4 · Disk 101.5
149.9 GB
RAM 224.8 · Disk 140.5

GPU Recommendations

Best ValueBEST

1× H100 SXM

80 GB VRAM

$1,404/mo

≈ 148.5 tok/s

Effective production throughput ≈ 103.9 tok/s

score 0.6531

Deploy on vast ↗
Cheapest

4× Tesla V100

64 GB VRAM

$259/mo

≈ 0 tok/s (N/A — benchmark unavailable)

Effective production throughput ≈ 0 tok/s

score 0.584

Deploy on vast ↗
Performance

8× H200 SXM

1128 GB VRAM

$20,440/mo

≈ 680.9 tok/s

Effective production throughput ≈ 476.6 tok/s

score 0.2197

Min Complexity

1× A100 SXM4

80 GB VRAM

$354/mo

≈ 0 tok/s (N/A — benchmark unavailable)

Effective production throughput ≈ 0 tok/s

score 0.6511

Deploy on vast ↗

💬 Community — real deployment experience

0 Articles · 0 Benchmarks

View Community →

GPUs that fit (single card)

A100 SXM4

80 GB VRAM

$354

/mo · vast

A100 PCIE

80 GB VRAM

$446

/mo · vast

A100 80GB

80 GB VRAM

$876

/mo · vast

H100 SXM

80 GB VRAM

$1,404

/mo · vast

H200 NVL

141 GB VRAM

$1,613

/mo · vast

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