Model Details
Model Description
Base model: Qwen-VL
- Developed by: Renjie Li
- Funded by [optional]: IIDAI, IBM
- Shared by [optional]: [More Information Needed]
- Model type: LoRA
- Language(s) (NLP): English
- License: Apache 2.0
- Finetuned from model [optional]: Qwen2.5-vl-7b
Model Sources [optional]
Uses
Use the model to predict photonic device properties directly from device images (simulation or experimental).
This enables instant property prediction from visual inputs.
Direct Use
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Downstream Use [optional]
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Out-of-Scope Use
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Bias, Risks, and Limitations
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Recommendations
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
How to Get Started with the Model
Use the code below to get started with the model.
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Training Details
Training Data
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Training Procedure
Preprocessing [optional]
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Training Hyperparameters
- Training regime: [More Information Needed]
Speeds, Sizes, Times [optional]
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Evaluation
Testing Data, Factors & Metrics
Testing Data
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Factors
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Metrics
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Results
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Summary
Model Examination [optional]
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Environmental Impact
Technical Specifications [optional]
Model Architecture and Objective
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Compute Infrastructure
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Hardware
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Software
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Citation [optional]
BibTeX:
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APA:
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Glossary [optional]
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Model Card Authors [optional]
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Framework versions