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meta/muse-glimmer

LM-STUDIO GGUF

muse-glimmer

Not Rec.

Aug 17, 2026 · Intel Gen Intel® Core™ i7-13620H

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
9 vs 74
Hardware Fit
28 vs 46
Quality Score
1 vs 86

Hardware

meta/muse-glimmer google/gemma-4-12b…
MachineLENOVO 82XVDocker Container
CPUIntel Gen Intel® Core™ i7-13620HIntel Gen Intel® Core™ i9-11900H
Cores1616
RAM32 GB15 GB
GPUIntel(R) UHD Graphics, NVIDIA GeForce RTX 4060 Laptop GPUTigerLake-H GT1 [UHD Graphics]
OSMicrosoft Windows 11 Pro 10.0.26200Ubuntu 26.04 LTS
Archx64x64
Power Modebalancedperformance

Performance

meta/muse-glimmer google/gemma-4-12b…
Tokens/sec3.25.0
First chunk19 ms64 ms
TTFT68.2 s5.5 s
Load timeN/A9.5 s
Memory usage16.9 GB0.0 GB
Memory %53%0%

HW Fit Score Breakdown

meta/muse-glimmer

Speed
5/50
TTFT
0/20
Memory
23/30

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

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

Quality

meta/muse-glimmer

Reasoning
0/20
Coding
0/20
Instruction
0/20
Structured
0/15
Math
1/15
Multilingual
0/10
Reasoning: Poor Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Poor 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 meta/muse-glimmer details | View google/gemma-4-12b… details

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$ metrillm

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