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Meta

Meta: Muse Glimmer 30B

meta/muse-glimmer-30b

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Muse Glimmer 30B is a dense, open-weight multimodal model from Meta Superintelligence Labs, distilled from Muse Spark and optimized for autonomous agents on consumer hardware. It is suited for long-horizon agentic and coding workflows, with multi-step reasoning, reliable tool use, failure recovery, image understanding, and multilingual support across more than 100 languages.

Input
$0.3

/ 1M tokens

Output
$1.2

/ 1M tokens

Context window
131.07K

tokens

Limits

Context

131,072

tokens

Max output

16,384

13% of the context window

Parameters

29,776,626,688

Model facts

Author

Meta

Tokenizer

Other

Modality

Text + Image -> Text

License

Apache-2.0

Created

Aug 9, 2026

Hugging Face

meta-models/Muse-Glimmer-30B

Default generation parameters

temperature

1

top_k

64

top_p

0.95

Reasoning

RequiredDefault MediumXhighHighMediumLow

Publication status

Hugging Face: verifiedLicense: publishedParameter count: published

Modalities

Input · TextInput · ImageOutput · Text

Generation controls

Frequency penaltyInclude reasoningLogit biasMax tokensMin pPresence penaltyReasoningReasoning effortRepetition penaltyResponse formatSeedStopStructured outputsTemperatureTool choiceToolsTop kTop p

Capability scores

8.5
Agentic index

Better than 35% of models compared

49
Coding index

Better than 45% of models compared

17.5
Intelligence index

Better than 44% of models compared