Ling 3.0 Flash Sante (free)

Ling 3.0 Flash Sante is a health and medicine-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 medical knowledge reasoning, clinical safety, evidence-based retrieval, and long-horizon medical tasks, while retaining general capabilities in reasoning, coding, and agentic tasks.

ChatInclusionAI262k tokensFree

inclusionai/ling-3.0-flash-sante:free

Context
262k tokens
Completion cap
32,768
Tools
Yes
JSON
No
Released
2026-09-04

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-sante:free",
    "messages": [{"role": "user", "content": "Hola"}]
  }'
Get an API key

Frequently asked questions

What is Ling 3.0 Flash Sante (free)?
Ling 3.0 Flash Sante is a health and medicine-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 medical knowledge reasoning, clinical safety, evidence-based retrieval, and long-horizon medical tasks, while retaining general capabilities in reasoning, coding, and agentic tasks. Ling 3.0 Flash Sante (free) runs on the Geek Hub API (OpenAI-compatible). Model id: inclusionai/ling-3.0-flash-sante:free.
Is Ling 3.0 Flash Sante (free) free?
Yes. The listed price is zero — you are not charged for prompt or completion tokens. Free endpoints are rate limited.
What is the context length of Ling 3.0 Flash Sante (free)?
Ling 3.0 Flash Sante (free) has a 262k tokens context window. It supports up to 32,768 completion tokens.
Does Ling 3.0 Flash Sante (free) support tool calling and structured outputs?
Ling 3.0 Flash Sante (free) accepts tools and tool_choice for function calling. Structured outputs are not listed for this endpoint.
When was Ling 3.0 Flash Sante (free) released?
Ling 3.0 Flash Sante (free) was released on 2026-09-04.

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