Qwen develops the Qwen 3 Embedding 4B, an open-source embedding model exceling at text embedding and ranking tasks, including text retrieval, code retrieval, and text classification. Its notable technical trait is a long context window of 40,960 tokens, allowing for comprehensive understanding of lengthy texts.
Input
Output
Context
33K
Max Output
41K
Parameters
4B
Input Modalities
Output Modalities
Estimates based on INT8 quantization. Actual requirements vary by framework and configuration.
Data sourced from official provider APIs and documentation
Last updated: Jun 23, 2026
Automatically route workloads to the right model for every task, every time.