hf.co/Edge-Quant/Nanbeige4.1-3B-Q8_0-GGUF:Q8_0
OLLAMA GGUFllama · 3.93B · unknown
Aug 22, 2026 · Apple M1 Pro
qwen3:14b
OLLAMA GGUFqwen3 · 14.8B · Q4_K_M
Jun 13, 2026 · AMD Ryzen 9 3900X 12-Core Processor
Global Score
52 vs 82
Hardware Fit
75 vs 90
Quality Score
42 vs 79
Hardware
hf.co/Edge-Quant/N… qwen3:14b
MachineMacBook ProMicro-Star International Co., Ltd. MS-7C37
CPUApple M1 ProAMD Ryzen 9 3900X 12-Core Processor
Cores1024
RAM16 GB64 GB
GPUApple M1 ProGameViewer Virtual Display Adapter, NVIDIA GeForce RTX 3080
OSmacOS 26.6.2Microsoft Windows 11 专业版 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
hf.co/Edge-Quant/N… qwen3:14b
Tokens/sec43.574.4
First chunk225 ms324 ms
TTFT30.0 s2.6 s
Load time2.7 s5.1 s
Memory usage8.2 GB9.0 GB
Memory %51%14%
HW Fit Score Breakdown
hf.co/Edge-Quant/Nanbei…
Speed
50/50
TTFT
0/20
Memory
25/30
qwen3:14b
Speed
50/50
TTFT
10/20
Memory
30/30
Quality
hf.co/Edge-Quant/Nanbei…
Reasoning
13/20
Coding
1/20
Instruction
7/20
Structured
1/15
Math
13/15
Multilingual
7/10
Reasoning: Adequate Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Strong Multilingual: Adequate
qwen3:14b
Reasoning
18/20
Coding
11/20
Instruction
17/20
Structured
14/15
Math
10/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
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