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Lenna-7B
mtgv/Lenna-7B
Lenna-7B is a text generation model from mtgv. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
We propose Lenna a Language enhanced reasoning detection assistant, which utilizes the robust multimodal feature representation of MLLMs, while preserving location information for detection. This is achieved by incorp…
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llava
- Access
- Public
- Created
- Dec 29, 2023
- Updated
- Dec 29, 2023
- SHA
- 94be18f4
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Model card
From the Hugging Face model README
Model Summery
We propose Lenna a Language enhanced reasoning detection assistant, which utilizes the robust multimodal feature representation of MLLMs, while preserving location information for detection. This is achieved by incorporating an additional <DET> token in the MLLM vocabulary that is free of explicit semantic context but serves as a prompt for the detector to identify the corresponding position. To evaluate the reasoning capability of Lenna, we construct a ReasonDet dataset to measure its performance on reasoning-based detection.
Model Sources
- Repository: https://github.com/Meituan-AutoML/Lenna
- Paper: https://arxiv.org/abs/2312.02433
How to Get Started with the Model
Model weights can be loaded with Hugging Face Transformers. Examples can be found at Github.
- Task
- Text Generation
- Library
- transformers
- Type
- llava
- License
- apache-2.0
- Languages
- en
- Created
- Dec 29, 2023
- Updated
- Dec 29, 2023