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hf.co/InternScience/Agents-A1-4B-Q8_0-GGUF:Q8_0

OLLAMA GGUF

qwen35 · 4.21B · unknown

Marginal

Aug 22, 2026 · Apple M1 Pro

google/gemma-4-12b-it-qat

LM-STUDIO GGUF

gemma4 · 12B · Q4_0

Good

Jun 29, 2026 · Intel Gen Intel® Core™ i9-11900H

Global Score
59 vs 74
Hardware Fit
97 vs 46
Quality Score
43 vs 86

Hardware

hf.co/InternScienc… google/gemma-4-12b…
MachineMacBook ProDocker Container
CPUApple M1 ProIntel Gen Intel® Core™ i9-11900H
Cores1016
RAM16 GB15 GB
GPUApple M1 ProTigerLake-H GT1 [UHD Graphics]
OSmacOS 26.6.2Ubuntu 26.04 LTS
Archarm64x64
Power Modebalancedperformance

Performance

hf.co/InternScienc… google/gemma-4-12b…
Tokens/sec30.95.0
First chunk891 ms64 ms
TTFT891 ms5.5 s
Load time3.6 s9.5 s
Memory usage6.6 GB0.0 GB
Memory %41%0%

HW Fit Score Breakdown

hf.co/InternScience/Age…

Speed
50/50
TTFT
20/20
Memory
27/30

google/gemma-4-12b-it-qat

Speed
9/50
TTFT
7/20
Memory
30/30

Quality

hf.co/InternScience/Age…

Reasoning
13/20
Coding
15/20
Instruction
2/20
Structured
0/15
Math
13/15
Multilingual
0/10
Reasoning: Adequate Coding: Adequate Instruction Following: Poor Structured Output: Poor Math: Strong Multilingual: Poor

google/gemma-4-12b-it-qat

Reasoning
16/20
Coding
19/20
Instruction
16/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong
View hf.co/InternScienc… details | View google/gemma-4-12b… details

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