Tongyi-ConvAI/MMEvol-LLaMA3-8B

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

• Page: https://mmevol.github.io/
• arXiv: https://arxiv.org/pdf/2409.05840

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 — r.luo@siat.ac.cn
• Haonan Zhang — zchiowal@gmail.com