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Ling 3.1 Flash

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

Context Window
1M
In
$0.050per million tokens
Out
$0.150per million tokens

inclusionAI

Model IDinclusionai/ling-3.1-flash

Specifications

Context Window
1M
Modalities
text
Price
$0.050 in · $0.150 out, per million tokens
Model ID
inclusionai/ling-3.1-flash

Quick start

inclusionai/ling-3.1-flash

$0.050 in · $0.150 out, per million tokens

TypeScript
import OpenAI from 'openai'
 
const client = new OpenAI({
  apiKey: process.env.HANZO_API_KEY,
  baseURL: 'https://api.hanzo.ai/v1'
})
 
const response = await client.chat.completions.create({
  model: 'inclusionai/ling-3.1-flash',
  messages: [{ role: 'user', content: 'Hello!' }]
})
 
console.log(response.choices[0].message.content)
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