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MiniCPM-V 4.5: A GPT-4o Level MLLM for Single Image, Multi Image and High-FPS Video Understanding on Your Phone

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ERROR: Cannot install -r requirements.txt (line 18) and -r requirements.txt (line 32) because these package versions have conflicting dependencies. The conflict is caused by: spacy 3.7.2 depends on typer=0.3.0 gradio...

类似这种:https://github.com/ymcui/Chinese-LLaMA-Alpaca-3/wiki/openai_api_zh @iceflame89

如题,想在边缘设备上使用,算力不高1.5 TOPS

question

Hi, if I want to achieve the same effect as Online Demo, what resource configuration should I use?

question

Error INFO: File "/root/git_projects/MiniCPM-V/finetune/finetune.py", line 208, in train() File "/root/git_projects/MiniCPM-V/finetune/finetune.py", line 203, in train trainer.train() File "/root/miniconda3/lib/python3.10/site-packages/transformers/trainer.py", line 1885, in train return inner_training_loop( File "/root/miniconda3/lib/python3.10/site-packages/transformers/trainer.py", line 2291, in _inner_training_loop self._maybe_log_save_evaluate(tr_loss,...

Finetune

## 问题描述 使用MiniCPM-V2进行图像描述生成任务,模型输出与图像不相关内容,并且可复现。 以下是我本地测试的环境、推理代码以及生成的描述。 ### 推理环境 下面是本地测试中部分安装包版本 ```json torch==2.3.0 torchvision==0.18.0 timm==0.9.16 transformers==4.37.2 ``` ### 推理代码及参数设置 下面是推理时设置的参数 ```python from transformers import AutoModel, AutoTokenizer model_path = "my-model-path" model = AutoModel.from_pretrained( model_path, trust_remote_code=True,...

badcase

![image](https://github.com/OpenBMB/MiniCPM-V/assets/18375123/c566c141-ae5c-4d74-a829-f72655775791)

您好,我下载了mlc-MiniCPM提供的MiniCPM-V 2.0的安卓demo,下载完模型后进行问答,有时会下如图所示的异常输出,请问这个主要是什么原因造成的呢? 使用的手机型号为iqoo neo8 pro,配置为天玑9200+16g内存 ![6c6c5aff-eee7-43d8-8686-d050a4b434ea](https://github.com/OpenBMB/MiniCPM-V/assets/44887396/2f55bcbd-6f1c-448a-a7f3-2256eb98e900)

badcase

it`s a good project , But how to train from scratch?, could you give the train code and dataset? it is very important, thank you .

question

I'd like to ask how much gpu memory is needed for this model inference and training

question