MMEvol LLaMA3 8B
Here are the pretrained weights and instruction tuning weights | Model | Pretrained Projector | Base LLM | PT Data | IT Data | Download | | MMEvol-LLaMA3-8B | mmprojector | LLaMA3-8B | LLaVA-Pretrain | MMEvol | ckpt|
Fuente del modelo
- Tipo
- Text model
- Tamaño del archivo
- 40,0 MB
- Modelo base
- meta-llama/Llama-3.1-8B-Instruct
- Versión
- vmm_projector
- Actualizado
- 30 oct 2026
- Descargas
- 26
- Fuente
- Hugging Face
Descripción de la fuente
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]
Fuentes
1 fuente
Fuentes
1 fuenteVerificado 30 oct
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.
Artefactos del modelo
1 artefacto
Artefactos del modelo
1 artefactoExtractos de fuentes
3 extractos
Extractos de fuentes
3 extractos--- license: apache-2.0 language: - en metrics: - accuracy base_model: - meta-llama/Llama-3.1-8B-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-LLaMA3-8B | [mm_projector](https://huggingface.co/Tongyi-ConvAI/MMEvol/tree/main/llama3) | LLaMA3-8B | [LLaVA-Pretrain](https://huggingface.co/datasets/liuhaotian/LLaVA-Pretrain) | MMEvol | [ckpt](https://huggingface.co/Tongyi-ConvAI/MMEvol/tree/main/llama3)| ## 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 — [email protected] - Haonan Zhang — [email protected]
Source context: 26 downloads · 2 likes · Pipeline visual-question-answering · Repo Tongyi-ConvAI/MMEvol-LLaMA3-8B
Source context: 16 downloads · 2 likes · Pipeline visual-question-answering · Repo Tongyi-ConvAI/MMEvol-LLaMA3-8B
