We introduce MindLink, a new family of large language models developed by Kunlun Inc. Built on Qwen, these models incorporate our latest advances in post-training techniques. MindLink demonstrates strong performance across various common benchmarks and is widely applicable in diverse AI scenarios. We welcome feedback to help us continuously optimize and improve our models.
| 🤖 Model | 📏 Context Length | ⬇️ Download |
|---|---|---|
| MindLink 32B | 128K |
🤗 HuggingFace |
| MindLink 72B | 128K |
🤗 HuggingFace |
Our training methodology and evaluation: MindLink
- Plan-based Reasoning: Without the "think" tag, MindLink achieves competitive performance with leading proprietary models across a wide range of reasoning and general tasks. It significantly reduces inference cost, and improves multi-turn capabilities.
- Mathematical Framework: It analyzes the effectiveness of both Chain-of-Thought (CoT) and Plan-based Reasoning.
- Adaptive Reasoning: it automatically adapts its reasoning strategy based on task complexity: complex tasks produce detailed reasoning traces, while simpler tasks yield concise outputs.
📢 We provide developers with a one-month free trial of our API for exploring and testing our models. To request access to an Open WebUI account (https://sd1svahsfo0m61h76e190.apigateway-cn-beijing.volceapi.com), please contact us at: [email protected]
Our Chat API supports OpenAI's format. Simply include your API Key with HTTP POST requests.
curl -X POST https://sd2690u280c6ft26qcdi0.apigateway-cn-beijing.volceapi.com/v1/chat/completions \
-H "Authorization: Bearer nc6Dt7DrLJNzLELiqOR1bogO5Oh1qHtO" \
-H "Content-Type: application/json" \
-d '{
"model": "Mind_Link_beta_32B",
"messages": [
{"role": "user", "content": "What is the capital of China?"}
],
"temperature": 0.7,
"max_tokens": 128,
"stream": false
}'import requests
API_KEY = "nc6Dt7DrLJNzLELiqOR1bogO5Oh1qHtO"
API_URL = "https://sd2690u280c6ft26qcdi0.apigateway-cn-beijing.volceapi.com/v1/chat/completions"
headers = {
"Authorization": f"Bearer {API_KEY}",
"Content-Type": "application/json"
}
payload = {
"model": "Mind_Link_beta_32B",
"messages": [
{"role": "user", "content": "What is the capital of China?"}
],
"temperature": 0.7,
"max_tokens": 128,
"stream": False
}
response = requests.post(API_URL, headers=headers, json=payload)
if response.status_code == 200:
reply = response.json()
print("MindLink Response:")
print(reply["choices"][0]["message"]["content"])
else:
print(f"Error {response.status_code}: {response.text}")- Endpoint:
https://sd2690u280c6ft26qcdi0.apigateway-cn-beijing.volceapi.com/v1/chat/completions - Authentication: Use your API key via
Authorization: Bearer <api_key> - Request Format: Compatible with OpenAI's Chat Completion API
- Supported Fields:
model,messages,temperature,top_p,max_tokens,stream,stop, etc. - Model Identifiers: Use either
"Mind_Link_beta_32B"or"Mind_Link_beta_72B" - Public API Key: We provide the following public API key:
"nc6Dt7DrLJNzLELiqOR1bogO5Oh1qHtO"(requests via this key enter a queue and have limited request rates; contact us for unlimited access).
The results are shown below:
This model is licensed under the Apache License 2.0, granting users the following rights:
✅ Commercial deployment
✅ Source code modification
✅ Patent authorization
✅ Closed-source derivatives
This model is based on improvements from Qwen (Apache 2.0 License). You must:
- Retain original Qwen copyright notices in derivative works.
- Clearly document changes made in modification notes.
- Adhere to any additional usage restrictions imposed by Qwen.
If you have any questions, please raise an issue or contact us at [email protected].