ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

hf.co/empero-ai/Qwen3.8-4B-Distill-GGUF:Q4_K_M

OLLAMA GGUF

qwen35 · 4.33B · unknown

Good

Aug 28, 2026 · Apple M4

Global Score

66 vs 66

Hardware Fit

51 vs 100

Quality Score

73 vs 52

Hardware

ornith-1.5-9b_hybr… hf.co/empero-ai/Qw…

MachineMicro-Star International Co., Ltd. MS-7C37MacBook Pro

CPUAMD Ryzen 9 3900X 12-Core ProcessorApple M4

Cores2410

RAM128 GB16 GB

GPUIntel(R) Arc(TM) Pro B70 GraphicsApple M4

OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.6.1

Archx64arm64

Power Modebalancedbalanced

Performance

ornith-1.5-9b_hybr… hf.co/empero-ai/Qw…

Tokens/sec5.426.5

First chunk39 ms447 ms

TTFT940 ms447 ms

Load timeN/A3.3 s

Memory usage10.7 GB4.8 GB

Memory %8%30%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

hf.co/empero-ai/Qwen3.8…

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

ornith-1.5-9b_hybrid-im…

Reasoning

14/20

Coding

14/20

Instruction

11/20

Structured

15/15

Math

9/15

Multilingual

10/10

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

hf.co/empero-ai/Qwen3.8…

Reasoning

18/20

Coding

14/20

Instruction

4/20

Structured

1/15

Math

15/15

Multilingual

0/10

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

View ornith-1.5-9b_hybr… details | View hf.co/empero-ai/Qw… details

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