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

qwopus3.6-35b-a3b-coder-mtp

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K_M

Excellent

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score

52 vs 84

Hardware Fit

75 vs 79

Quality Score

42 vs 86

Hardware

hf.co/Edge-Quant/N… qwopus3.6-35b-a3b-…

MachineMacBook ProASUS

CPUApple M1 ProAMD Ryzen 7 7800X3D 8-Core Processor

Cores1016

RAM16 GB31 GB

GPUApple M1 ProNVIDIA GeForce RTX 4090, Raphael

OSmacOS 26.6.2cachyos rolling

Archarm64x64

Power Modebalancedlow-power

Performance

hf.co/Edge-Quant/N… qwopus3.6-35b-a3b-…

Tokens/sec43.5106.2

First chunk225 ms3 ms

TTFT30.0 s271 ms

Load time2.7 sN/A

Memory usage8.2 GB25.0 GB

Memory %51%82%

HW Fit Score Breakdown

hf.co/Edge-Quant/Nanbei…

Speed

50/50

TTFT

0/20

Memory

25/30

qwopus3.6-35b-a3b-coder…

Speed

50/50

TTFT

20/20

Memory

9/30

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

qwopus3.6-35b-a3b-coder…

Reasoning

16/20

Coding

19/20

Instruction

14/20

Structured

15/15

Math

12/15

Multilingual

10/10

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

View hf.co/Edge-Quant/N… details | View qwopus3.6-35b-a3b-… details

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