hf.co/bartowski/ai9stars_G9v3-3B-GGUF:BF16

OLLAMA GGUF

llama · 2.99B · BF16

Good

Aug 25, 2026 · Apple M1 Pro

text-embedding-nomic-embed-text-v1.5

LM-STUDIO GGUF

nomic-bert · Q4_K_M

Marginal

Mar 3, 2026 · Apple M4

Global Score

76 vs 59

Hardware Fit

92 vs 94

Quality Score

69 vs 44

Hardware

hf.co/bartowski/ai… text-embedding-nom…

MachineMacBook ProMacBook Air

CPUApple M1 ProApple M4

Cores1010

RAM16 GB32 GB

GPUApple M1 ProApple M4

OSmacOS 26.6.2macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

hf.co/bartowski/ai… text-embedding-nom…

Tokens/sec29.945.3

First chunk105 ms2440 ms

TTFT105 ms2.4 s

Load time3.4 sN/A

Memory usage8.9 GB0.0 GB

Memory %56%0%

HW Fit Score Breakdown

hf.co/bartowski/ai9star…

Speed

50/50

TTFT

20/20

Memory

22/30

text-embedding-nomic-em…

Speed

40/50

TTFT

25/20

Memory

29/30

Quality

hf.co/bartowski/ai9star…

Reasoning

11/20

Coding

13/20

Instruction

12/20

Structured

15/15

Math

10/15

Multilingual

8/10

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

text-embedding-nomic-em…

Reasoning

10/20

Coding

3/20

Instruction

11/20

Structured

12/15

Math

3/15

Multilingual

5/10

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

View hf.co/bartowski/ai… details | View text-embedding-nom… 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