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hf.co/TheDrummer/Cydonia-24B-v4.3-GGUF:Q4_K_M

OLLAMA GGUF

llama · 23.6B · unknown

Not Rec.

Oct 2, 2026 · Cortex-X925

qwen3-vl:8b

OLLAMA GGUF

qwen3vl · 8.8B · Q4_K_M

Good

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score
30 vs 72
Hardware Fit
48 vs 89
Quality Score
22 vs 64

Hardware

hf.co/TheDrummer/C… qwen3-vl:8b
MachineNVIDIA NVIDIA_DGX_SparkHP HP Z8 G4 Workstation
CPUCortex-X925Intel Xeon® Gold 6230
Cores2080
RAM122 GB252 GB
GPUDevice 2e12TU104GL [Quadro RTX 5000]
OSUbuntu 24.04.5 LTSUbuntu 24.04.4 LTS
Archarm64x64
Power Modeperformancelow-power

Performance

hf.co/TheDrummer/C… qwen3-vl:8b
Tokens/sec14.468.2
First chunk5450 ms285 ms
TTFT5.5 s2.0 s
Load time22.7 s42.4 s
Memory usage18.5 GB7.1 GB
Memory %15%3%

HW Fit Score Breakdown

hf.co/TheDrummer/Cydoni…

Speed
14/50
TTFT
4/20
Memory
30/30

qwen3-vl:8b

Speed
50/50
TTFT
9/20
Memory
30/30

Quality

hf.co/TheDrummer/Cydoni…

Reasoning
16/20
Coding
0/20
Instruction
0/20
Structured
0/15
Math
6/15
Multilingual
0/10
Reasoning: Strong Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Weak Multilingual: Poor

qwen3-vl:8b

Reasoning
16/20
Coding
3/20
Instruction
10/20
Structured
11/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Strong Multilingual: Strong
View hf.co/TheDrummer/C… details | View qwen3-vl:8b details

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$ npm install -g metrillm@latest
$ metrillm

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Or run without installing: npx metrillm@latest