slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-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

79 vs 66

Hardware Fit

78 vs 100

Quality Score

79 vs 52

Hardware

slim-rpcache-ornit… hf.co/empero-ai/Qw…

MachineASUSMacBook Pro

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M4

Cores1610

RAM31 GB16 GB

GPUNVIDIA GeForce RTX 4090, RaphaelApple M4

OScachyos rollingmacOS 26.6.1

Archx64arm64

Power Modeperformancebalanced

Performance

slim-rpcache-ornit… hf.co/empero-ai/Qw…

Tokens/sec52.326.5

First chunk11 ms447 ms

TTFT177 ms447 ms

Load timeN/A3.3 s

Memory usage25.6 GB4.8 GB

Memory %84%30%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

hf.co/empero-ai/Qwen3.8…

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

slim-rpcache-ornith-1.0…

Reasoning

16/20

Coding

16/20

Instruction

14/20

Structured

14/15

Math

9/15

Multilingual

10/10

Reasoning: Strong Coding: Strong 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 slim-rpcache-ornit… details | View hf.co/empero-ai/Qw… details

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$ npm install -g metrillm@latest

$ metrillm

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Or run without installing: npx metrillm@latest