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HalDet-llava-13b
zjunlp/HalDet-llava-13b
HalDet-llava-13b is a text generation model from zjunlp. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
HalDet-LLaVA is designed for multimodal hallucination detection, trained on the MHaluBench training dataset, achieving detection performance close to that of using GPT4-Vision.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- llava_llama
- Access
- Public
- Created
- Apr 21, 2024
- Updated
- Apr 24, 2024
- SHA
- 50a383c4
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Model card
From the Hugging Face model README
HalDet-LLaVA
HalDet-LLaVA is designed for multimodal hallucination detection, trained on the MHaluBench training dataset, achieving detection performance close to that of using GPT4-Vision.
HalDet-LLaVA is trained on the MHaluBench training set using LLaVA-v1.5, specific parameters can be found in the file finetune_task_lora.sh.
We trained HalDet-LLaVA on 1-A800 in 1 hour. If you don"t have enough GPU resources, we will soon provide model distributed training scripts.
You can inference our HalDet-LLaVA by using inference.py
To view more detailed information about HalDet-LLaVA and the train dataset, please refer to the EasyDetect and readme
- Task
- Text Generation
- Library
- transformers
- Type
- llava_llama
- License
- mit
- Created
- Apr 21, 2024
- Updated
- Apr 24, 2024