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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

Ling-3.0-tiny-IQ4_XS:latest

OLLAMA GGUF

bailingmoe3 · 7.9B · IQ4_XS

Excellent

Aug 30, 2026 · Intel Core™ i7-7700HQ

Global Score
30 vs 87
Hardware Fit
48 vs 100
Quality Score
22 vs 82

Hardware

hf.co/TheDrummer/C… Ling-3.0-tiny-IQ4_…
MachineNVIDIA NVIDIA_DGX_SparkASUSTeK COMPUTER INC. GL702VMK
CPUCortex-X925Intel Core™ i7-7700HQ
Cores208
RAM122 GB16 GB
GPUDevice 2e12NVIDIA GeForce GTX 1060
OSUbuntu 24.04.5 LTSMicrosoft Windows 11 Home 10.0.26200
Archarm64x64
Power Modeperformancebalanced

Performance

hf.co/TheDrummer/C… Ling-3.0-tiny-IQ4_…
Tokens/sec14.424.7
First chunk5450 ms283 ms
TTFT5.5 s283 ms
Load time22.7 s45.8 s
Memory usage18.5 GB4.3 GB
Memory %15%27%

HW Fit Score Breakdown

hf.co/TheDrummer/Cydoni…

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

Ling-3.0-tiny-IQ4_XS:la…

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

Ling-3.0-tiny-IQ4_XS:la…

Reasoning
17/20
Coding
18/20
Instruction
14/20
Structured
15/15
Math
9/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
View hf.co/TheDrummer/C… details | View Ling-3.0-tiny-IQ4_… details

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$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest