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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

gemma3n:latest

OLLAMA GGUF

gemma3n · 6.9B · Q4_K_M

Excellent

Mar 6, 2026 · AMD EPYC 9654P 96-Core Processor

Global Score
30 vs 81
Hardware Fit
48 vs 100
Quality Score
22 vs 73

Hardware

hf.co/TheDrummer/C… gemma3n:latest
MachineNVIDIA NVIDIA_DGX_SparkSupermicro AS -2015HS-TNR
CPUCortex-X925AMD EPYC 9654P 96-Core Processor
Cores2064
RAM122 GB128 GB
GPUDevice 2e12GH100 [H100L 94GB], ASPEED Graphics Family, GH100 [H100L 94GB]
OSUbuntu 24.04.5 LTSUbuntu 24.04.3 LTS
Archarm64x64
Power Modeperformanceperformance

Performance

hf.co/TheDrummer/C… gemma3n:latest
Tokens/sec14.4108.7
First chunk5450 ms333 ms
TTFT5.5 s333 ms
Load time22.7 s4.5 s
Memory usage18.5 GB8.6 GB
Memory %15%7%

HW Fit Score Breakdown

hf.co/TheDrummer/Cydoni…

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

gemma3n:latest

Speed
50/50
TTFT
20/20
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

gemma3n:latest

Reasoning
14/20
Coding
14/20
Instruction
14/20
Structured
14/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
View hf.co/TheDrummer/C… details | View gemma3n:latest details

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest