Muse Glimmer-30B

Muse

Parameters

30.0B

Architecture

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Released

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License

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Muse Glimmer

About

No detailed description available for this model.

Benchmark Scores

Benchmark Score Date Standing
Terminal-Bench 2.1 (Terminus-2)
coding_agent
45.28%
18.08.2026
#36/44
better than 16%
GPQA Diamond
stem_reasoning
79.58%
18.08.2026
#55/80
better than 30%
Humanity's Last Exam
stem_reasoning
37.69%
18.08.2026
#45/71
better than 36%
IFBench (prompt loose)
instruction_following
74.36%
18.08.2026
#8/14
better than 46%
OmniDocBench 1.5
document_understanding
82.72%
18.08.2026
#20/26
better than 20%
CharXiv (RQ)
document_understanding
50.59%
18.08.2026
#14/34
better than 58%
AndroidWorld
general_agent
28.19%
18.08.2026
#7/13
better than 50%
Claw-Eval Pass^3
coding_agent
51.59%
18.08.2026
#11/21
better than 40%
OSWorld-Verified
general_agent
61.59%
18.08.2026
#14/25
better than 42%
Claw-Eval Avg
coding_agent
65.24%
18.08.2026
#27/40
better than 28%

Hardware Requirements

Estimated VRAM per quantization at 4,096 tokens context

Quantization Weights KV Cache Total VRAM On your hardware
FP16 — 16-bit 60.0 GB 4.7 GB 67.7 GB Which GPUs can run it? Calculate on your GPU
INT8 — 8-bit 30.0 GB 2.3 GB 33.8 GB Which GPUs can run it? Calculate on your GPU
INT4 — 4-bit 15.0 GB 1.2 GB 16.9 GB Which GPUs can run it? Calculate on your GPU
FP4 — 4-bit 15.0 GB 1.2 GB 16.9 GB Which GPUs can run it? Calculate on your GPU

Only datacenter GPUs — FP16 needs 67.7 GB. For consumer hardware, choose the INT4 build with a multi-GPU setup.

Consumer GPUs that fit this model with a single card (INT4):

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