hf.co/Edge-Quant/Nanbeige4.1-3B-Q8_0-GGUF:Q8_0

OLLAMA GGUF

llama · 3.93B · unknown

Not Rec.

Aug 22, 2026 · Apple M1 Pro

lmstudio-community/meta-llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q4_K_M

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

52 vs 78

Hardware Fit

75 vs 100

Quality Score

42 vs 69

Hardware

hf.co/Edge-Quant/N… lmstudio-community…

MachineMacBook ProMac mini

CPUApple M1 ProApple M4 Pro

Cores1014

RAM16 GB64 GB

GPUApple M1 ProApple M4 Pro

OSmacOS 26.6.2macOS 15.7.4

Archarm64arm64

Power Modebalancedbalanced

Performance

hf.co/Edge-Quant/N… lmstudio-community…

Tokens/sec43.546.0

First chunk225 ms245 ms

TTFT30.0 s245 ms

Load time2.7 sN/A

Memory usage8.2 GB4.6 GB

Memory %51%7%

HW Fit Score Breakdown

hf.co/Edge-Quant/Nanbei…

Speed

50/50

TTFT

0/20

Memory

25/30

lmstudio-community/meta…

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

lmstudio-community/meta…

Reasoning

11/20

Coding

15/20

Instruction

14/20

Structured

15/15

Math

4/15

Multilingual

10/10

Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong

View hf.co/Edge-Quant/N… details | View lmstudio-community… details

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