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/gemma-4-e4b-it

LM-STUDIO GGUF

gemma4 · Q4_K_M

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score

52 vs 76

Hardware Fit

75 vs 67

Quality Score

42 vs 80

Hardware

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

MachineMacBook ProDocker Container

CPUApple M1 ProIntel Gen Intel® Core™ i9-11900H

Cores1016

RAM16 GB15 GB

GPUApple M1 ProTigerLake-H GT1 [UHD Graphics]

OSmacOS 26.6.2Ubuntu 26.04 LTS

Archarm64x64

Power Modebalancedperformance

Performance

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

Tokens/sec43.510.8

First chunk225 ms44 ms

TTFT30.0 s2.0 s

Load time2.7 s10.9 s

Memory usage8.2 GB0.0 GB

Memory %51%0%

HW Fit Score Breakdown

hf.co/Edge-Quant/Nanbei…

Speed

50/50

TTFT

0/20

Memory

25/30

lmstudio-community/gemm…

Speed

20/50

TTFT

17/20

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/gemm…

Reasoning

14/20

Coding

19/20

Instruction

16/20

Structured

15/15

Math

6/15

Multilingual

10/10

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

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

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