MMEvol Qwen2 7B
Here are the pretrained weights and instruction tuning weights | Model | Pretrained Projector | Base LLM | PT Data | IT Data | Download | | MMEvol-Qwen2-7B | mmprojector | Qwen2-7B | LLaVA-Pretrain | MMEvol | ckpt |
Fonte do modelo
- Tipo
- Text model
- Tamanho do arquivo
- 31,5 MB
- Modelo base
- Qwen/Qwen2-VL-7B-Instruct
- Versão
- vmm_projector
- Atualizado
- 30 de out. de 2026
- Downloads
- 25
- Fonte
- Hugging Face
Descrição da fonte
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]
Fontes
1 fonte
Fontes
1 fonteVerificado 30 de out.
Download files
Model · 4 weight files
All files listed in the provider index are present.
- model.safetensors.index.json · provider index
- config.json
- generation_config.json
- model-00004-of-00004.safetensors · individual shard
- model-00001-of-00004.safetensors · individual shard
- model-00002-of-00004.safetensors · individual shard
- model-00003-of-00004.safetensors · individual shard
Repository files
File inventory only; completeness is unverified.
Artefatos de modelo
1 artefato
Artefatos de modelo
1 artefatoTrechos de fonte
3 trechos
Trechos de fonte
3 trechos--- license: apache-2.0 language: - en metrics: - accuracy base_model: - Qwen/Qwen2-VL-7B-Instruct pipeline_tag: visual-question-answering --- # 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](https://huggingface.co/Tongyi-ConvAI/MMEvol-Qwen2-7B/tree/main) | Qwen2-7B | [LLaVA-Pretrain](https://huggingface.co/datasets/liuhaotian/LLaVA-Pretrain) | MMEvol | [ckpt](https://huggingface.co/Tongyi-ConvAI/MMEvol-Qwen2-7B/tree/main) | ## 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 - 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 — [email protected] - Haonan Zhang — [email protected]
Source context: 25 downloads · 4 likes · Pipeline visual-question-answering · Repo Tongyi-ConvAI/MMEvol-Qwen2-7B
Source context: 14 downloads · 4 likes · Pipeline visual-question-answering · Repo Tongyi-ConvAI/MMEvol-Qwen2-7B
