Catalog Changes · 2026-10-13 03:21:30.605698

inclusionAI: Ling 3.1 Flash · 2026-10-13 03:21:30.605698 UTC

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Kilo

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inclusionAI: Ling 3.1 Flash

inclusionai/ling-3.1-flash

Kilo Catalog Changes

Last Observed: 2026-10-13 12:01:06.477736 UTC

Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.

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

1790950024

2026-10-02 14:07:04 UTC
Description
API Details

/description

Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.

Ling 3.1 Flash is a hybrid reasoning mixture-of-experts model from inclusionAI, with 25B active parameters out of 560B total.
Expiration Date
API Details

/expiration_date

Explicit Null

Explicit Null
Id
API Details

/id

inclusionai/ling-3.1-flash

inclusionai/ling-3.1-flash
Is Free
API Details

/isFree

True

True
May Train On Your Prompts
API Details

/mayTrainOnYourPrompts

True

True
Name
API Details

/name

inclusionAI: Ling 3.1 Flash

inclusionAI: Ling 3.1 Flash
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

0
Pricing · Discount
API Details

/pricing/discount

0

0
Input Price · USD/Token
API Details

/pricing/prompt

0

0
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

235929

235,929
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