inclusionAI: Ling 3.0 Flash Fin (free)

inclusionai/ling-3.0-flash-fin:free · InclusionAITokenizer lineage measured

Tokenizer group (measured): InclusionAI
Evidence confidence: High
Declared tokenizer tag: Other
Entered catalogue: 27 August 2026
Last tested: Not yet measured
Measurement: Variant: inherits its base model’s measurement

Evidence

✓ inherited from inclusionai/ling-3.0-flash-fin: a serving variant shares its base model's tokenizer

Compare with inclusionAI: Ling 3.0 Flash Fin

This entry is a serving variant of inclusionAI: Ling 3.0 Flash Fin. 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

inclusionAI: Ling 3.0 Flash Fin (free) is InclusionAI's model, and its measured tokenizer sits in InclusionAI's own signature group alongside its sibling models. No other maker's measured model shares it so far.

Evidence stack

Signals of different kinds, weighed together

Signal	Result	Reference
Tokenizer signature	Not measured	–
API surface	Identical contract to 2 other entries	api_386688aa
Context and output	262,144 context · 32,768 max output	declared
Reasoning contract	Optional	declared
Serving providers observed	None recorded yet	–

Declared record

What the catalogue claims about this model

Ling 3.0 Flash Fin is a finance-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for real-world investment...

Modalities: text->text
Declared tokenizer: Other
Prompt price: $0 / M tokens
Completion price: $0 / M tokens

Supported parameters

frequency_penaltyinclude_reasoninglogprobsmax_tokenspresence_penaltyreasoningrepetition_penaltyseedstoptemperaturetool_choicetoolstop_ktop_logprobstop_p

defaults: {}

Catalogue entry

History

Every observation, kept as taken

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

Cite this page as the evidence record for inclusionAI: Ling 3.0 Flash Fin (free): the URL is stable, measurements are dated, and revisions append to the history above. Method: tokenizer fingerprinting, v1, 50 strings.