Models Model details

Qwen

Qwen: Qwen3 Embedding 4B

qwen/qwen3-embedding-4b

The Qwen3 Embedding model series is the latest proprietary model of the Qwen family, specifically designed for text embedding and ranking tasks. This series inherits the exceptional multilingual capabilities, long-text understanding, and reasoning skills of its foundational model. The Qwen3 Embedding series represents significant advancements in multiple text embedding and ranking tasks, including text retrieval, code retrieval, text classification, text clustering, and bitext mining.

Input
$0.02

/ 1M tokens · Token reference

Output
$0

/ 1M tokens · Token reference

Context window
32.77K

tokens

Embeddings output · Token reference fields do not establish an output-unit price.

Limits

Context

32,768

tokens

Max output

29,491

90% of the context window

Parameters

4,021,774,336

Model facts

Author

Qwen

Tokenizer

Other

Modality

Text -> Embeddings

License

Apache-2.0

Created

Oct 28, 2025

Hugging Face

Qwen/Qwen3-Embedding-4B

Publication status

Hugging Face: verifiedLicense: publishedParameter count: published

Modalities

Input · TextOutput · Embeddings