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MMEvol-Qwen2-7B
Tongyi-ConvAI/MMEvol-Qwen2-7B
MMEvol-Qwen2-7B is a visual question answering model from Tongyi-ConvAI. Use it for the visual question answering 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.
Here are the pretrained weights and instruction tuning weights
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25.8 GB on disk
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At a glance
- Task
- Visual Question Answering
- License
- apache-2.0
- Model type
- llava_qwen2
- Access
- Public
- Created
- Nov 27, 2024
- Updated
- Feb 6, 2025
- SHA
- bc9ef1a1
Base models
Model card
From the Hugging Face model README
MMEvol Model Card
Model Details
Here are the pretrained weights and instruction tuning weights
| Model | Pretrained Projector | Base LLM | PT Data | IT Data | Download |
|---|---|---|---|---|---|
| MMEvol-Qwen2-7B | mm_projector | Qwen2-7B | LLaVA-Pretrain | MMEvol | ckpt |
Performance
VLMEvalKit Support (OpenCompass)
| Model | MME_C | MMStar | HallBench | MathVista_mini | MMMU_val | AI2D | POPE | BLINK | RWQA |
|---|---|---|---|---|---|---|---|---|---|
| MMEvol-Qwen2-7B | 55.8 | 51.6 | 64.1 | 52.4 | 45.1 | 74.7 | 87.8 | 47.7 | 63.9 |
VLMEvalKit Not Support (VQADataSet)
| Model | VQA_v2 | GQA | MIA | MMSInst |
|---|---|---|---|---|
| MMEvol-Qwen2-7B | 83.1 | 65.5 | 77.6 | 41.8 |
Paper or resources for more information
License
Llama 3 is licensed under the LLAMA 3 Community License, Copyright (c) Meta Platforms, Inc. All Rights Reserved.
Contact us if you have any questions
- Run Luo — [email protected]
- Haonan Zhang — [email protected]
- Task
- Visual Question Answering
- Type
- llava_qwen2
- License
- apache-2.0
- Languages
- en
- Created
- Nov 27, 2024
- Updated
- Feb 6, 2025