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MMEvol-LLaMA3-8B
Tongyi-ConvAI/MMEvol-LLaMA3-8B
MMEvol-LLaMA3-8B 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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8.4B
16.8 GB on disk
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At a glance
- Task
- Visual Question Answering
- License
- apache-2.0
- Model type
- llava_llama
- Access
- Public
- Created
- Nov 27, 2024
- Updated
- Feb 6, 2025
- SHA
- 2245bb95
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-LLaMA3-8B | mm_projector | LLaMA3-8B | LLaVA-Pretrain | MMEvol | ckpt |
Performance
VLMEvalKit Support (OpenCompass)
| Model | MME_C | MMStar | HallBench | MathVista_mini | MMMU_val | AI2D | POPE | BLINK | RWQA |
|---|---|---|---|---|---|---|---|---|---|
| MMEvol-LLaMA3-8B | 47.8 | 50.1 | 62.3 | 50.0 | 40.8 | 73.9 | 86.8 | 46.4 | 62.6 |
VLMEvalKit Not Support (VQADataSet)
| Model | VQA_v2 | GQA | MIA | MMSInst |
|---|---|---|---|---|
| MMEvol-LLaMA3-8B | 83.4 | 65.0 | 78.8 | 32.3 |
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_llama
- License
- apache-2.0
- Languages
- en
- Created
- Nov 27, 2024
- Updated
- Feb 6, 2025