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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

ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score
30 vs 66
Hardware Fit
48 vs 51
Quality Score
22 vs 73

Hardware

hf.co/TheDrummer/C… ornith-1.5-9b_hybr…
MachineNVIDIA NVIDIA_DGX_SparkMicro-Star International Co., Ltd. MS-7C37
CPUCortex-X925AMD Ryzen 9 3900X 12-Core Processor
Cores2024
RAM122 GB128 GB
GPUDevice 2e12Intel(R) Arc(TM) Pro B70 Graphics
OSUbuntu 24.04.5 LTSMicrosoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modeperformancebalanced

Performance

hf.co/TheDrummer/C… ornith-1.5-9b_hybr…
Tokens/sec14.45.4
First chunk5450 ms39 ms
TTFT5.5 s940 ms
Load time22.7 sN/A
Memory usage18.5 GB10.7 GB
Memory %15%8%

HW Fit Score Breakdown

hf.co/TheDrummer/Cydoni…

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

ornith-1.5-9b_hybrid-im…

Speed
5/50
TTFT
16/20
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

ornith-1.5-9b_hybrid-im…

Reasoning
14/20
Coding
14/20
Instruction
11/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
View hf.co/TheDrummer/C… details | View ornith-1.5-9b_hybr… details

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