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

qwen3.8-27b-uncensored-hauhaucs-aggressive-mtp

LM-STUDIO GGUF

qwen35 · 27B

Excellent

Sep 20, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score

52 vs 81

Hardware Fit

75 vs 64

Quality Score

42 vs 88

Hardware

hf.co/Edge-Quant/N… qwen3.8-27b-uncens…

MachineMacBook ProSystem manufacturer

CPUApple M1 ProAMD Ryzen 7 5800X 8-Core Processor

Cores1016

RAM16 GB31 GB

GPUApple M1 ProNavi 44 [Radeon RX 9060 XT]

OSmacOS 26.6.2Ubuntu 26.04.1 LTS

Archarm64x64

Power Modebalancedperformance

Performance

hf.co/Edge-Quant/N… qwen3.8-27b-uncens…

Tokens/sec43.511.7

First chunk225 ms50 ms

TTFT30.0 s1.1 s

Load time2.7 sN/A

Memory usage8.2 GB15.8 GB

Memory %51%51%

HW Fit Score Breakdown

hf.co/Edge-Quant/Nanbei…

Speed

50/50

TTFT

0/20

Memory

25/30

qwen3.8-27b-uncensored-…

Speed

19/50

TTFT

20/20

Memory

25/30

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

qwen3.8-27b-uncensored-…

Reasoning

17/20

Coding

19/20

Instruction

16/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View hf.co/Edge-Quant/N… details | View qwen3.8-27b-uncens… details

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