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

huihui-qwen3.6-35b-a3b-claude-4.7-opus-abliterated-mtp

LM-STUDIO GGUF

qwen35moe · 35B · Q4_K

Excellent

Jun 12, 2026 · AMD Ryzen 5 5600X 6-Core Processor

Global Score

52 vs 88

Hardware Fit

75 vs 94

Quality Score

42 vs 85

Hardware

hf.co/Edge-Quant/N… huihui-qwen3.6-35b…

MachineMacBook ProGigabyte Technology Co., Ltd. B550M AORUS PRO

CPUApple M1 ProAMD Ryzen 5 5600X 6-Core Processor

Cores1012

RAM16 GB47 GB

GPUApple M1 ProAD106 [GeForce RTX 4060 Ti]

OSmacOS 26.6.2cachyos rolling

Archarm64x64

Power Modebalancedlow-power

Performance

hf.co/Edge-Quant/N… huihui-qwen3.6-35b…

Tokens/sec43.539.8

First chunk225 ms3 ms

TTFT30.0 s479 ms

Load time2.7 sN/A

Memory usage8.2 GB24.4 GB

Memory %51%52%

HW Fit Score Breakdown

hf.co/Edge-Quant/Nanbei…

Speed

50/50

TTFT

0/20

Memory

25/30

huihui-qwen3.6-35b-a3b-…

Speed

50/50

TTFT

20/20

Memory

24/30

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

huihui-qwen3.6-35b-a3b-…

Reasoning

18/20

Coding

17/20

Instruction

13/20

Structured

14/15

Math

13/15

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 huihui-qwen3.6-35b… details

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