hf.co/Edge-Quant/Nanbeige4.1-3B-Q8_0-GGUF:Q8_0
OLLAMA GGUFllama · 3.93B · unknown
Aug 22, 2026 · Apple M1 Pro
deepseek-r1:7b
OLLAMA GGUFqwen2 · 7.6B · Q4_K_M
Mar 5, 2026 · Intel Core™ i5-6500
Global Score
52 vs 66
Hardware Fit
75 vs 63
Quality Score
42 vs 67
Hardware
hf.co/Edge-Quant/N… deepseek-r1:7b
MachineMacBook ProGigabyte Technology Co., Ltd. H170M-D3H
CPUApple M1 ProIntel Core™ i5-6500
Cores104
RAM16 GB16 GB
GPUApple M1 ProGP104 [GeForce GTX 1070]
OSmacOS 26.6.2Ubuntu 24.04.4 LTS
Archarm64x64
Power Modebalancedlow-power
Performance
hf.co/Edge-Quant/N… deepseek-r1:7b
Tokens/sec43.535.6
First chunk225 ms224 ms
TTFT30.0 s7.5 s
Load time2.7 s7.7 s
Memory usage8.2 GB4.6 GB
Memory %51%29%
HW Fit Score Breakdown
hf.co/Edge-Quant/Nanbei…
Speed
50/50
TTFT
0/20
Memory
25/30
deepseek-r1:7b
Speed
50/50
TTFT
7/20
Memory
6/30
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
deepseek-r1:7b
Reasoning
16/20
Coding
10/20
Instruction
9/20
Structured
10/15
Math
14/15
Multilingual
8/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Adequate Math: Strong Multilingual: Strong
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