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 โ [email protected]
- Haonan Zhang โ [email protected]
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Model tree for Tongyi-ConvAI/MMEvol-LLaMA3-8B
Base model
meta-llama/Llama-3.1-8B
Finetuned
meta-llama/Llama-3.1-8B-Instruct