Meta: Muse Glimmer 30B (batch)

meta/muse-glimmer-30b:batch · MetaTokenizer lineage measured

Tokenizer lineage (measured): Llama4
Evidence confidence: High
Declared tokenizer tag: Other
Entered catalogue: 9 August 2026
Last tested: Not yet measured
Measurement: Variant: inherits its base model’s measurement

Evidence

✓ inherited from meta/muse-glimmer-30b: a serving variant shares its base model's tokenizer

This entry is a serving variant of Meta: Muse Glimmer 30B. A variant shares its base model's tokenizer by construction, so the measurement lives on the base record and this page inherits it.

Identity statement

Meta: Muse Glimmer 30B (batch) is Meta's model. Its measured tokenizer sits with the Llama4 group, which is evidence that it builds on the Llama4 tokenizer. Tokenizer reuse is normal engineering, open vocabularies travel between labs, and this says nothing against Meta's authorship of the model itself.

Evidence stack

Signals of different kinds, weighed together

Signal	Result	Reference
Tokenizer signature	Not measured	–
API surface	No other entry shares this exact contract	api_82d00388
Context and output	131,072 context · 117,964 max output	declared
Reasoning contract	Mandatory · efforts xhigh, high, medium, low · default medium	declared
Serving providers observed	None recorded yet	–

Declared record

What the catalogue claims about this model

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...

Modalities: text+image->text
Declared tokenizer: Other
Prompt price: $0.17 / M tokens
Completion price: $0.75 / M tokens

Supported parameters

frequency_penaltyinclude_reasoninglogit_biaslogprobsmax_tokensmin_ppresence_penaltyreasoningreasoning_effortrepetition_penaltyresponse_formatstopstructured_outputstemperaturetool_choicetoolstop_ktop_logprobstop_p

defaults: {"temperature":1,"top_p":0.95,"top_k":64}

Catalogue entry Weights on Hugging Face

History

Every observation, kept as taken

9 August 2026Enters the OpenRouter catalogue with no declared family.

Cite this page as the evidence record for Meta: Muse Glimmer 30B (batch): the URL is stable, measurements are dated, and revisions append to the history above. Method: tokenizer fingerprinting, v1, 50 strings.