A Flash multilingual text embedding model based on Qwen3.7, designed for cost- and throughput-sensitive scenarios. Compared to text-embedding-v4, it features significant upgrades in multilingual coverage (from 100 to 201 languages), long-text processing (from 32K to 128K), and Sparse Embedding capabilities. It maintains comparable overall performance in semantic, cross-lingual, and code retrieval evaluations, while achieving an approximately 3% improvement on the AIRBench-zh benchmark. It supports customizable vector dimensions of 256, 512, 768, and 1024, with 1024 as the default.
Inference Service Provider
The inference service provider for qwen3.7-text-embedding-flash is Alibaba Cloud Model Studio.
Model Capabilities
| Capability | Support | Capability | Support |
|---|---|---|---|
Input Modality | Text | Output Modality | Text |
Model Experience | Unsupported | Function Calling | Unsupported |
Structured Outputs | Unsupported | Web Search | Unsupported |
Prefix Completion | Unsupported | Context Caching | Unsupported |
Batch Inference | Supported | Fine-tuning | Unsupported |
Context Limits
| Parameter | Value | Parameter | Value |
|---|---|---|---|
Max Input Length | 131072 | Max Output Length | — |
Context Window | 131072 |
Pricing
This page only shows the original pricing for model API calls, excluding any limited-time promotions. Visit Model Studio Console for promotional offers.
- China (Beijing)
| Billing Item | Price (CNY) | Unit |
|---|---|---|
Text Input | 0.125 | Per 1M tokens |
Rate Limits
- China (Beijing)
| Parameter | Value |
|---|---|
RPM (Requests Per Minute) | 24000 |
TPM (Tokens Per Minute) | 1,000,000 |