Catalog Changes · 2026-10-13 03:21:31.550072

inclusionAI: Ling 3.0 Flash Fin · 2026-10-13 03:21:31.550072 UTC

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inclusionAI: Ling 3.0 Flash Fin

inclusionai/ling-3.0-flash-fin

Kilo Catalog Changes

Last Observed: 2026-10-13 18:02:45.883895 UTC

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...

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Architecture And Modalities · 2

Architecture · Modality API Details /architecture/modality text->text	text->text
Architecture · Tokenizer API Details /architecture/tokenizer Other	Other

Catalog Identity And Metadata · 12

Context Tokens API Details /context_length 262144	262,144
Created API Details /created 1787846290	2026-08-27 15:58:10 UTC
Description API Details /description 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...	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...
Expiration Date API Details /expiration_date Explicit Null	Explicit Null
Id API Details /id inclusionai/ling-3.0-flash-fin	inclusionai/ling-3.0-flash-fin
Is Free API Details /isFree False	False
May Train On Your Prompts API Details /mayTrainOnYourPrompts False	False
Name API Details /name inclusionAI: Ling 3.0 Flash Fin	inclusionAI: Ling 3.0 Flash Fin
Opencode · Variants · Instant · Reasoning · Effort API Details /opencode/variants/instant/reasoning/effort none	none
Opencode · Variants · Instant · Reasoning · Enabled API Details /opencode/variants/instant/reasoning/enabled False	False
Opencode · Variants · Thinking · Reasoning · Effort API Details /opencode/variants/thinking/reasoning/effort high	high
Opencode · Variants · Thinking · Reasoning · Enabled API Details /opencode/variants/thinking/reasoning/enabled True	True

Request Limits · 1

Per Request Limits API Details /per_request_limits Explicit Null	Explicit Null

Pricing · 3

Output Price · USD/Token API Details /pricing/completion 0.000000220000	0.000000220000
Pricing · Input Cache Read API Details /pricing/input_cache_read 0.000000015000	0.000000015000
Input Price · USD/Token API Details /pricing/prompt 0.000000075000	0.000000075000

Provider Limits · 3

Top Provider · Context Length API Details /top_provider/context_length 262144	262,144
Top Provider · Is Moderated API Details /top_provider/is_moderated False	False
Top Provider · Max Completion Tokens API Details /top_provider/max_completion_tokens 32768	32,768

API Structure And Container Types

Architecture API Details /architecture Object · See Fields	Object · See Fields
Architecture · Input Modalities API Details /architecture/input_modalities Array · See Items	Array · See Items
Architecture · Output Modalities API Details /architecture/output_modalities Array · See Items	Array · See Items
Opencode API Details /opencode Object · See Fields	Object · See Fields
Opencode · Variants API Details /opencode/variants Object · See Fields	Object · See Fields
Opencode · Variants · Instant API Details /opencode/variants/instant Object · See Fields	Object · See Fields
Opencode · Variants · Instant · Reasoning API Details /opencode/variants/instant/reasoning Object · See Fields	Object · See Fields
Opencode · Variants · Thinking API Details /opencode/variants/thinking Object · See Fields	Object · See Fields
Opencode · Variants · Thinking · Reasoning API Details /opencode/variants/thinking/reasoning Object · See Fields	Object · See Fields
Pricing API Details /pricing Object · See Fields	Object · See Fields
Supported Parameters API Details /supported_parameters Array · See Items	Array · See Items
Top Provider API Details /top_provider Object · See Fields	Object · See Fields

Architecture · Input Modalities

1 items · source order preserved

text

API Details

Item	/architecture/input_modalities/*
1	text

Architecture · Output Modalities

1 items · source order preserved

text

API Details

Item	/architecture/output_modalities/*
1	text

Supported Parameters

15 items · source order preserved

frequency_penalty
include_reasoning
logprobs
max_tokens
presence_penalty
reasoning
repetition_penalty
seed
stop
temperature
tool_choice
tools
top_k
top_logprobs
top_p

API Details

Item	/supported_parameters/*
1	frequency_penalty
2	include_reasoning
3	logprobs
4	max_tokens
5	presence_penalty
6	reasoning
7	repetition_penalty
8	seed
9	stop
10	temperature
11	tool_choice
12	tools
13	top_k
14	top_logprobs
15	top_p