qwen3.8:27b-q8_0

qwen35 · 27.3B · Q8_0

Dell Inc. PowerEdge XE8545 (AMD EPYC 7713 64-Core Processor)

1007 GB · Rocky Linux 8.10

Tested on August 22, 2026

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Global Score

89 /100

Excellent

Hardware Fit

88/100

Quality

89/100

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Ollama

ollama pull qwen3.8:27b-q8_0

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ollama.com/library/qwen3.8

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GGUF versions & quantizations

Hardware

Machine: Dell Inc. PowerEdge XE8545
CPU: AMD EPYC 7713 64-Core Processor
Cores: 128 total (128 perf)
Frequency: 2 GHz
RAM: 1007 GB
GPU: GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB], Integrated Matrox G200eW3 Graphics Controller, GA100 [A100 SXM4 80GB], GA100 [A100 SXM4 80GB]
OS: Rocky Linux 8.10
Arch: x64

Performance

Tokens/sec Tokens generated per second — higher is better: 39.9
Standard deviation Variation of speed across benchmark runs — lower means more consistent: ±0.4
First chunk latency Delay before the first streamed chunk arrives from runtime: 192 ms
Time to first token How fast the model starts responding — lower is better: 192 ms
Load time Time to load the model into memory before inference: 19.0 s
Memory usage RAM consumed during inference — percentage of total system memory: 51.0 GB (5%)
Total tokens Total number of tokens generated across all benchmark prompts: 1073

Score breakdown

Speed

38/50

Time to first token

20/20

Memory

30/30

Quality

Reasoning

18/20

Coding

19/20

Instruction following

16/20

Structured output

15/15

Math

11/15

Multilingual

10/10

Category levels

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

Metadata

Spec version: 0.2.1
Runtime: Ollama 0.32.15
Model format: GGUF
Hardware profile: HIGH-END
Result hash: 6da2a13382f75b1953695e307951870c892603b5390826e9e5f68cd8fd20dd4b

Interpretation

Hardware fit: 88/100. Overall suitability: EXCELLENT (Global 89/100). Category profile: Reasoning: Strong, Coding: Strong, Instruction Following: Strong, Structured Output: Strong, Math: Adequate, Multilingual: Strong.

Warnings

CPU appears throttled (0.0 GHz current vs 2.0 GHz nominal, 0%).

Bench Environment

Thermal: nominal CPU load: avg 24% (peak 29%)

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$ metrillm

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Or run without installing: npx metrillm@latest