hf.co/TheDrummer/Cydonia-24B-v4.3-GGUF:Q4_K_M
OLLAMA GGUFllama · 23.6B · unknown
Oct 2, 2026 · Cortex-X925
maternion/ling-3.0-tiny:8b
OLLAMA GGUFbailingmoe3 · 7.9B · Q4_K_M
Aug 26, 2026 · Apple M1 Pro
Global Score
30 vs 68
Hardware Fit
48 vs 98
Quality Score
22 vs 55
Hardware
hf.co/TheDrummer/C… maternion/ling-3.0…
MachineNVIDIA NVIDIA_DGX_SparkMacBook Pro
CPUCortex-X925Apple M1 Pro
Cores2010
RAM122 GB16 GB
GPUDevice 2e12Apple M1 Pro
OSUbuntu 24.04.5 LTSmacOS 26.6.2
Archarm64arm64
Power Modeperformancebalanced
Performance
hf.co/TheDrummer/C… maternion/ling-3.0…
Tokens/sec14.472.1
First chunk5450 ms175 ms
TTFT5.5 s175 ms
Load time22.7 s3.6 s
Memory usage18.5 GB5.9 GB
Memory %15%37%
HW Fit Score Breakdown
hf.co/TheDrummer/Cydoni…
Speed
14/50
TTFT
4/20
Memory
30/30
maternion/ling-3.0-tiny…
Speed
50/50
TTFT
20/20
Memory
28/30
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
maternion/ling-3.0-tiny…
Reasoning
19/20
Coding
17/20
Instruction
3/20
Structured
0/15
Math
15/15
Multilingual
1/10
Reasoning: Strong Coding: Strong Instruction Following: Poor Structured Output: Poor Math: Strong Multilingual: Poor
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