Ling 3.0 Flash VL

Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual agent capabilities. Hybrid instant/reasoning model with tool calling.

ChatInclusionAI131k tokens$0.0654 / $0.1962 · 1M

inclusionai/ling-3.0-flash-vl

Context
131k tokens
Completion cap
32,768
Tools
Yes
JSON
Yes
Released
2026-09-10

Call it from Geek Hub

Same OpenAI SDK. Change the base URL and the model id.

curl https://api.geekhub.mx/v1/chat/completions \
  -H "Authorization: Bearer $GEEKHUB_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "inclusionai/ling-3.0-flash-vl",
    "messages": [{"role": "user", "content": "Hola"}]
  }'
Get an API key

Frequently asked questions

What is Ling 3.0 Flash VL?
Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), further strengthening its language capabilities while adding native visual perception and advanced visual agent capabilities. Hybrid instant/reasoning model with tool calling. Ling 3.0 Flash VL runs on the Geek Hub API (OpenAI-compatible). Model id: inclusionai/ling-3.0-flash-vl.
Is Ling 3.0 Flash VL free?
No. Input is $0.0654 per 1M tokens and output is $0.1962 per 1M tokens on Geek Hub (markup included).
What is the context length of Ling 3.0 Flash VL?
Ling 3.0 Flash VL has a 131k tokens context window. It supports up to 32,768 completion tokens.
Does Ling 3.0 Flash VL support tool calling and structured outputs?
Ling 3.0 Flash VL accepts tools and tool_choice for function calling. It also supports structured outputs via a JSON schema in response_format.
When was Ling 3.0 Flash VL released?
Ling 3.0 Flash VL was released on 2026-09-10.

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