Alibaba Cloud (Qwen): Text Embedding v4

Overview

Alibaba's text embedding model for search, RAG and clustering, with configurable dimensions from 64 to 2048.

Provider

ACAlibaba Cloud (Qwen)

Modality

Embeddings

Input

text

Output

embeddings

Weights

Closed

Distillable

NoLicence or terms, checked October 8, 2026.

Tags

embeddings, retrieval

Docs

Provider documentation

Data policy

Prompts go to

Alibaba Cloud Model Studio (prices shown are for the Singapore / International deployment)

Retention

Alibaba Cloud states it never uses your data for model training, Model Studio stores data generated from model calls as required by law (no period stated)

Zero data retention

Not stated by the provider

Region

Singapore (International) for these prices, other regions such as China (Beijing), Hong Kong, Frankfurt, Virginia and Tokyo have separate price lists

Policy

Alibaba Cloud (Qwen) data policy

Summarised from the provider's published terms. The provider's own policy is what applies.

Where you can run it

How Text Embedding v4 can be deployed, bought and reached through Safeguard.

Deployment

Public cloudPrivate cloud

Procurement

Not published yet

Inference regions

🇨🇳China🇭🇰Hong Kong SAR ChinaCloud provider's availability page, checked October 8, 2026.

Closed weights stay with the provider, so this model runs in the provider's cloud, never on-prem or air-gapped.

Pricing

Notes

International (Singapore). Billed by input tokens, output free.

Source

Alibaba Cloud (Qwen) pricing , last verified October 8, 2026

No markup on model usage: you pay the provider's list price.

API

OpenAI-compatible. Your API key and access to this model are set up for your workspace when you choose Use with Safeguard.

from openai import OpenAI

client = OpenAI(
    base_url="https://api.safeguard.sh/gpt/v1",
    api_key="SAFEGUARD_API_KEY",
)

response = client.chat.completions.create(
    model="qwen/text-embedding-v4",
    messages=[{"role": "user", "content": "Hello"}],
)
print(response.choices[0].message.content)

Base URL https://api.safeguard.sh/gpt/v1, model qwen/text-embedding-v4.