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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

qwen2.5-coder:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Gen Intel® Core™ i7-13700K

Global Score
30 vs 68
Hardware Fit
48 vs 59
Quality Score
22 vs 72

Hardware

hf.co/TheDrummer/C… qwen2.5-coder:7b
MachineNVIDIA NVIDIA_DGX_SparkASUS
CPUCortex-X925Intel Gen Intel® Core™ i7-13700K
Cores2024
RAM122 GB64 GB
GPUDevice 2e12NVIDIA GeForce RTX 3070
OSUbuntu 24.04.5 LTSMicrosoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modeperformanceunknown

Performance

hf.co/TheDrummer/C… qwen2.5-coder:7b
Tokens/sec14.434.4
First chunk5450 ms1991 ms
TTFT5.5 s2.0 s
Load time22.7 s40.6 s
Memory usage18.5 GB5.0 GB
Memory %15%8%

HW Fit Score Breakdown

hf.co/TheDrummer/Cydoni…

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

qwen2.5-coder:7b

Speed
38/50
TTFT
12/20
Memory
9/30

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

qwen2.5-coder:7b

Reasoning
11/20
Coding
18/20
Instruction
12/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
View hf.co/TheDrummer/C… details | View qwen2.5-coder:7b details

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$ npm install -g metrillm@latest
$ metrillm

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Or run without installing: npx metrillm@latest