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inclusionAI: Ling 3.0 Flash Fin (free)

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

Tokenizer group (measured): InclusionAI
Entered catalogue: 27 August 2026
Measurement: Variant: inherits its base model’s measurement
Evidence confidence: High

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

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

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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.

What we checked

Four different kinds of evidence, and what each one showed

We checked	What we found	Where it came from
How it counts tokens	Not measured yet	we measured it
How its API is set up	Set up identically to 3 other listings, field for field	api_386688aa
How much it can read and write	Reads up to 262,144 tokens at once, writes up to 32,768	its own listing
Whether it thinks before answering	Reasons when asked to	its own listing

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.

* inclusionAI: Ling 3.0 Flash Fin (free) no longer appears in the OpenRouter catalogue, first absent from the snapshot of 5 October 2026. The record stays because the measurements above were real when they were taken and this address has been published.