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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

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Good

Mar 7, 2026 · AMD Ryzen 5 5500

Global Score
30 vs 71
Hardware Fit
48 vs 56
Quality Score
22 vs 78

Hardware

hf.co/TheDrummer/C… qwen3.5:9b
MachineNVIDIA NVIDIA_DGX_SparkSystem manufacturer
CPUCortex-X925AMD Ryzen 5 5500
Cores2012
RAM122 GB16 GB
GPUDevice 2e12NVIDIA GeForce RTX 3060
OSUbuntu 24.04.5 LTSMicrosoft Windows 11 IoT Enterprise LTSC 10.0.26100
Archarm64x64
Power Modeperformancebalanced

Performance

hf.co/TheDrummer/C… qwen3.5:9b
Tokens/sec14.45.3
First chunk5450 ms1624 ms
TTFT5.5 s1.6 s
Load time22.7 s4.0 s
Memory usage18.5 GB7.9 GB
Memory %15%50%

HW Fit Score Breakdown

hf.co/TheDrummer/Cydoni…

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

qwen3.5:9b

Speed
11/50
TTFT
20/20
Memory
25/30

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

qwen3.5:9b

Reasoning
14/20
Coding
17/20
Instruction
12/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
View hf.co/TheDrummer/C… details | View qwen3.5:9b details

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$ metrillm

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