Qualcomm NPU Mobile
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Multimodal models running on Qualcomm NPU for Snapdragon8 Gen4
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Jina Reranker v2 Base Multilingual (Mobile)
Run Jina Reranker v2 optimized for Qualcomm NPUs on Android devices.
Quickstart
See Documentation
Description
Jina Reranker v2 Base Multilingual is a multilingual cross-encoder model for document reranking. Given a query–document pair, it outputs a relevance score to improve ranking in retrieval systems.
Features
- Cross-encoder architecture for fine-grained relevance scoring
- Supports multilingual inputs
- Handles inputs up to 1024 tokens using sliding window chunking
- Employs flash attention optimizations
Use Cases
- Reranking candidate passages in multilingual search
- Enhancing retrieval in QA / RAG pipelines
- Improving semantic relevance in recommendation systems
Inputs & Outputs
- Input: Query & document (text pair)
- Output: Scalar relevance score (for ranking)
License
This model is released under the Creative Commons Attribution–NonCommercial 4.0 (CC BY-NC 4.0) license.
Non-commercial use, modification, and redistribution are permitted with attribution.
For commercial licensing, please contact dev@nexa.ai.
References
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