LLMQwen

Qwen/Qwen3.8-27B-FP8

Qwen/Qwen3.8-27B-FP8

Parameters

21.8B

Context

256K

Downloads

5.2M

Likes

869

Architecture

qwen3_5

64 layers · 4 KV heads · head 256 · hidden 5120

View on HuggingFace

GPU Requirements

VRAM / RAM / disk estimates by quantization and usage scenario

QuantizationMinimumRecommendedProduction
FP1616bit
74.3 GB
RAM 111.4 · Disk 119.7
112.1 GB
RAM 168.2 · Disk 145.7
323.4 GB
RAM 485.1 · Disk 184.7
FP88bit
41.5 GB
RAM 62.3 · Disk 79.4
77.9 GB
RAM 116.9 · Disk 105.4
287.7 GB
RAM 431.6 · Disk 144.4
INT88bit
41.5 GB
RAM 62.3 · Disk 79.4
77.9 GB
RAM 116.9 · Disk 105.4
287.7 GB
RAM 431.6 · Disk 144.4
AWQ4bit
25.8 GB
RAM 38.7 · Disk 59.9
61.5 GB
RAM 92.2 · Disk 85.9
270.5 GB
RAM 405.8 · Disk 124.9
GPTQ4bit
26.0 GB
RAM 39.0 · Disk 60.2
61.7 GB
RAM 92.5 · Disk 86.2
270.8 GB
RAM 406.1 · Disk 125.2
GGUF4bit
26.4 GB
RAM 39.6 · Disk 60.7
62.1 GB
RAM 93.1 · Disk 86.7
271.2 GB
RAM 406.8 · Disk 125.7

GPU Recommendations

Best ValueBEST

1× H100 SXM

80 GB VRAM

$1,404/mo

≈ 249.6 tok/s

Effective production throughput ≈ 174.7 tok/s

score 0.6798

Deploy on vast ↗
Cheapest

4× Tesla V100

64 GB VRAM

$201/mo

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

Effective production throughput ≈ 0 tok/s

score 0.5425

Deploy on vast ↗
Performance

8× H200 SXM

1128 GB VRAM

$20,440/mo

≈ 1144.6 tok/s

Effective production throughput ≈ 801.2 tok/s

score 0.2197

Min Complexity

1× A100 SXM4

80 GB VRAM

$344/mo

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

Effective production throughput ≈ 0 tok/s

score 0.678

Deploy on vast ↗

💬 Community — real deployment experience

0 Articles · 0 Benchmarks

View Community →

GPUs that fit (single card)

A100 SXM4

80 GB VRAM

$344

/mo · vast

A100 PCIE

80 GB VRAM

$499

/mo · vast

A100 80GB

80 GB VRAM

$876

/mo · vast

H100 SXM

80 GB VRAM

$1,404

/mo · vast

H200 NVL

141 GB VRAM

$1,608

/mo · vast

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