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/bartowski/ai9stars_G9v3-3B-GGUF:BF16

OLLAMA GGUF

llama · 2.99B · BF16

Good

Aug 22, 2026 · Apple M1 Pro

Global Score

79 vs 65

Hardware Fit

78 vs 94

Quality Score

79 vs 52

Hardware

slim-rpcache-ornit… hf.co/bartowski/ai…

MachineASUSMacBook Pro

CPUAMD Ryzen 7 7800X3D 8-Core ProcessorApple M1 Pro

Cores1610

RAM31 GB16 GB

GPUNVIDIA GeForce RTX 4090, RaphaelApple M1 Pro

OScachyos rollingmacOS 26.6.2

Archx64arm64

Power Modeperformancebalanced

Performance

slim-rpcache-ornit… hf.co/bartowski/ai…

Tokens/sec52.329.6

First chunk11 ms264 ms

TTFT177 ms264 ms

Load timeN/A3.8 s

Memory usage25.6 GB8.4 GB

Memory %84%53%

HW Fit Score Breakdown

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

hf.co/bartowski/ai9star…

Speed

50/50

TTFT

20/20

Memory

24/30

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/bartowski/ai9star…

Reasoning

17/20

Coding

14/20

Instruction

6/20

Structured

0/15

Math

14/15

Multilingual

1/10

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

View slim-rpcache-ornit… details | View hf.co/bartowski/ai… details

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$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest