hf.co/Edge-Quant/Nanbeige4.1-3B-Q8_0-GGUF:Q8_0
OLLAMA GGUFllama · 3.93B · unknown
Aug 22, 2026 · Apple M1 Pro
llama3.2:latest
OLLAMA GGUFllama · 3.2B · Q4_K_M
May 27, 2026 · AMD Ryzen 5 2600X Six-Core Processor
Global Score
52 vs 76
Hardware Fit
75 vs 100
Quality Score
42 vs 65
Hardware
hf.co/Edge-Quant/N… llama3.2:latest
MachineMacBook ProMicro-Star International Co., Ltd. MS-7B79
CPUApple M1 ProAMD Ryzen 5 2600X Six-Core Processor
Cores1012
RAM16 GB16 GB
GPUApple M1 ProNVIDIA GeForce GTX 1080
OSmacOS 26.6.2Microsoft Windows 11 Famille 10.0.26200
Archarm64x64
Power Modebalancedbalanced
Performance
hf.co/Edge-Quant/N… llama3.2:latest
Tokens/sec43.557.0
First chunk225 ms264 ms
TTFT30.0 s264 ms
Load time2.7 s9.7 s
Memory usage8.2 GB2.6 GB
Memory %51%16%
HW Fit Score Breakdown
hf.co/Edge-Quant/Nanbei…
Speed
50/50
TTFT
0/20
Memory
25/30
llama3.2:latest
Speed
50/50
TTFT
20/20
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
llama3.2:latest
Reasoning
11/20
Coding
15/20
Instruction
15/20
Structured
12/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong
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