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RK182X-EMBEDDING-Qwen3-Reranker-0.6B
RKNNAI/RK182X-EMBEDDING-Qwen3-Reranker-0.6B
RK182X-EMBEDDING-Qwen3-Reranker-0.6B is a text ranking model from RKNNAI. Use it for the text ranking task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
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At a glance
- Task
- Text Ranking
- License
- apache-2.0
- Access
- Public
- Created
- Sep 24, 2026
- Updated
- Sep 28, 2026
- SHA
- b00a1c08
Base models
Model card
From the Hugging Face model README
RK182X-EMBEDDING-Qwen3-Reranker-0.6B
1. Model Overview
This repository provides an RKNN model converted from Qwen/Qwen3-Reranker-0.6B.
- Model ID:
RKNNAI/RK182X-EMBEDDING-Qwen3-Reranker-0.6B - Model Display Name:
RK182X-EMBEDDING-Qwen3-Reranker-0.6B - RKNN Runtime Version:
v1.1.0 - Source Model:
Qwen/Qwen3-Reranker-0.6B - Model Type: EMBEDDING
- Chip Label: RK182X
- Supported Chips: RK1820, RK1828
Available Models
| RKNN Runtime Version | Configuration Directory | Supported Chips | Quantization | NPU Cores | Context Length (tokens) | Maximum Text Length (tokens) | KVCache |
|---|---|---|---|---|---|---|---|
v1.1.0 | Qwen3-Reranker-0.6B-w4a16-8-2048 | RK1820, RK1828 | w4a16 | 8 | 2048 (2k) | 2048 (2k) | fp16 |
2. Files
| File or Directory | Description |
|---|---|
LICENSE | Source model license |
NOTICE | License, usage requirements, and attribution |
<configuration-directory>/ | Matching model files |
Subdirectory README.md | Configuration documentation (English) |
Subdirectory README_CN.md | Configuration documentation (Chinese) |
Subdirectory config.json | Model configuration and file manifest |
Subdirectory SHA256SUMS | SHA-256 checksums of the files in this directory (excluding this file) |
3. Download
Download the full repository from ModelScope:
modelscope download --model RKNNAI/RK182X-EMBEDDING-Qwen3-Reranker-0.6B --revision v1.1.0 --local_dir ./RK182X-EMBEDDING-Qwen3-Reranker-0.6B
Download the full repository from Hugging Face:
hf download RKNNAI/RK182X-EMBEDDING-Qwen3-Reranker-0.6B --revision v1.1.0 --local-dir ./RK182X-EMBEDDING-Qwen3-Reranker-0.6B
Download a specific configuration from ModelScope:
from modelscope import snapshot_download
snapshot_download(
"RKNNAI/RK182X-EMBEDDING-Qwen3-Reranker-0.6B",
revision="v1.1.0",
allow_patterns=["README.md", "README_CN.md", "LICENSE", "NOTICE", "Qwen3-Reranker-0.6B-w4a16-8-2048/**"],
local_dir="./RK182X-EMBEDDING-Qwen3-Reranker-0.6B",
)
Download a specific configuration from Hugging Face:
hf download RKNNAI/RK182X-EMBEDDING-Qwen3-Reranker-0.6B --revision v1.1.0 --include "README.md" "README_CN.md" "LICENSE" "NOTICE" "Qwen3-Reranker-0.6B-w4a16-8-2048/**" --local-dir ./RK182X-EMBEDDING-Qwen3-Reranker-0.6B
4. SHA-256 Verification
Run in the configuration directory:
cd ./RK182X-EMBEDDING-Qwen3-Reranker-0.6B/Qwen3-Reranker-0.6B-w4a16-8-2048
sha256sum -c SHA256SUMS
Deploy only after all entries show OK.
5. Compatibility and Limitations
- Supported Chips: RK1820, RK1828.
- Use the matching RKNN Runtime and driver. Check the device-side version with
rknn-smi -vbefore running. - Use the files from the selected configuration directory together.
- Reranks texts by relevance and outputs relevance scores.
6. Copyright and License
- Source model license: Apache License 2.0, See LICENSE for the full text and NOTICE for attribution and conversion modifications.
- The artifacts in this repository are converted derivatives of the source weights, not unmodified upstream weights. They remain subject to the source model license and usage restrictions.
- The applicable RKNN Toolkit and RKNN Runtime licenses also apply; runtime libraries are not included in this package.
- Task
- Text Ranking
- License
- apache-2.0
- Created
- Sep 24, 2026
- Updated
- Sep 28, 2026