piwheels

qwen3-embed

Lightweight Qwen3 text embedding & reranking via ONNX Runtime and GGUF (fork of fastembed)

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install qwen3-embed

Dependencies

• numpy
• onnxruntime
• huggingface-hub
• requests
• loguru
• tqdm
• tokenizers

Releases

Version	Released	Bullseye Python 3.9	Bookworm Python 3.11	Trixie Python 3.13	Files
1.12.0b3 pre-release	2026-06-13
qwen3_embed-1.12.0b3-py3-none-any.whl (64 KB)
1.12.0b2 pre-release	2026-06-12
qwen3_embed-1.12.0b2-py3-none-any.whl (64 KB)
1.12.0b1 pre-release	2026-06-12
qwen3_embed-1.12.0b1-py3-none-any.whl (63 KB)
1.11.2b3 pre-release	2026-06-11
qwen3_embed-1.11.2b3-py3-none-any.whl (59 KB)
1.11.2b2 pre-release	2026-06-10
qwen3_embed-1.11.2b2-py3-none-any.whl (59 KB)
1.11.2b1 pre-release	2026-06-10
qwen3_embed-1.11.2b1-py3-none-any.whl (60 KB)
1.11.1	2026-06-09
qwen3_embed-1.11.1-py3-none-any.whl (59 KB)
1.11.1b1 pre-release	2026-06-09
qwen3_embed-1.11.1b1-py3-none-any.whl (60 KB)
1.11.0	2026-06-07
qwen3_embed-1.11.0-py3-none-any.whl (59 KB)
1.11.0b1 pre-release	2026-06-07
qwen3_embed-1.11.0b1-py3-none-any.whl (60 KB)
1.10.1	2026-05-28
qwen3_embed-1.10.1-py3-none-any.whl (59 KB)
1.10.0	2026-05-26
qwen3_embed-1.10.0-py3-none-any.whl (59 KB)
1.10.0b1 pre-release	2026-05-24
qwen3_embed-1.10.0b1-py3-none-any.whl (59 KB)
1.9.2	2026-05-06
qwen3_embed-1.9.2-py3-none-any.whl (58 KB)
1.9.2b1 pre-release	2026-05-06
qwen3_embed-1.9.2b1-py3-none-any.whl (58 KB)
1.9.1	2026-04-27
qwen3_embed-1.9.1-py3-none-any.whl (58 KB)
1.9.0	2026-04-21
qwen3_embed-1.9.0-py3-none-any.whl (57 KB)
1.8.0	2026-04-04
qwen3_embed-1.8.0-py3-none-any.whl (55 KB)
1.7.0	2026-04-03
qwen3_embed-1.7.0-py3-none-any.whl (55 KB)
1.6.0	2026-03-31
qwen3_embed-1.6.0-py3-none-any.whl (55 KB)
1.5.1	2026-03-20
qwen3_embed-1.5.1-py3-none-any.whl (54 KB)
1.5.0	2026-03-18
qwen3_embed-1.5.0-py3-none-any.whl (54 KB)
1.4.3	2026-03-13
qwen3_embed-1.4.3-py3-none-any.whl (53 KB)
1.4.0	2026-03-12
qwen3_embed-1.4.0-py3-none-any.whl (53 KB)
1.4.0b1 pre-release	2026-03-12
qwen3_embed-1.4.0b1-py3-none-any.whl (53 KB)
1.3.0	2026-03-11
qwen3_embed-1.3.0-py3-none-any.whl (53 KB)
1.2.0	2026-03-01
qwen3_embed-1.2.0-py3-none-any.whl (52 KB)
1.1.3	2026-02-18
qwen3_embed-1.1.3-py3-none-any.whl (51 KB)
1.1.2	2026-02-18
qwen3_embed-1.1.2-py3-none-any.whl (51 KB)
1.1.1	2026-02-17
qwen3_embed-1.1.1-py3-none-any.whl (51 KB)
1.1.0	2026-02-17
qwen3_embed-1.1.0-py3-none-any.whl (51 KB)
1.0.0	2026-02-14
qwen3_embed-1.0.0-py3-none-any.whl (51 KB)
0.2.1	2026-02-14
qwen3_embed-0.2.1-py3-none-any.whl (51 KB)
0.2.1b0 pre-release	2026-02-14
qwen3_embed-0.2.1b0-py3-none-any.whl (51 KB)
0.2.0	2026-02-13
qwen3_embed-0.2.0-py3-none-any.whl (45 KB)
0.2.0b0 pre-release	2026-02-13
qwen3_embed-0.2.0b0-py3-none-any.whl (45 KB)

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