From 4c0f8bd3dfca62965af7f1e51906a4114e7df8d5 Mon Sep 17 00:00:00 2001 From: "yongle.wu" Date: Tue, 11 Mar 2025 14:58:56 +0000 Subject: [PATCH] Signed-off-by: yongle.wu add MoE-LLaVA qwen phi-2 stablelm link#IBGZBL add MoE-LLaVA qwen phi-2 stablelm --- .../MoE-LLaVA/README_phi2.md | 78 + .../MoE-LLaVA/README_qwen.md | 87 + .../MoE-LLaVA/README_stablelm.md | 72 + .../MoE-LLaVA/assets/image.jpg | Bin 0 -> 46188 bytes .../MoE-LLaVA/assets/intro.jpg | Bin 0 -> 325941 bytes .../MoE-LLaVA/assets/intro0.jpg | Bin 0 -> 90908 bytes .../MoE-LLaVA/assets/logo.png | Bin 0 -> 451324 bytes .../MoE-LLaVA/assets/modelscope_logo.png | Bin 0 -> 6186 bytes .../vision-language_model/MoE-LLaVA/cog.yaml | 37 + .../MoE-LLaVA/docs/CUSTOM.md | 214 + .../MoE-LLaVA/docs/EVAL.md | 271 + .../MoE-LLaVA/docs/LORA.md | 24 + .../MoE-LLaVA/docs/TRAIN.md | 69 + .../MoE-LLaVA/docs/VISUALIZATION.md | 52 + .../MoE-LLaVA/moellava/__init__.py | 19 + .../MoE-LLaVA/moellava/constants.py | 27 + 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multimodal/vision-language_model/MoE-LLaVA/scripts/v1/openchat/finetune.sh create mode 100644 multimodal/vision-language_model/MoE-LLaVA/scripts/v1/openchat/finetune_moe.sh create mode 100644 multimodal/vision-language_model/MoE-LLaVA/scripts/v1/openchat/pretrain.sh create mode 100644 multimodal/vision-language_model/MoE-LLaVA/scripts/v1/phi2/finetune.sh create mode 100644 multimodal/vision-language_model/MoE-LLaVA/scripts/v1/phi2/finetune_moe.sh create mode 100644 multimodal/vision-language_model/MoE-LLaVA/scripts/v1/phi2/pretrain.sh create mode 100644 multimodal/vision-language_model/MoE-LLaVA/scripts/v1/qwen/finetune.sh create mode 100644 multimodal/vision-language_model/MoE-LLaVA/scripts/v1/qwen/finetune_moe.sh create mode 100644 multimodal/vision-language_model/MoE-LLaVA/scripts/v1/qwen/pretrain.sh create mode 100644 multimodal/vision-language_model/MoE-LLaVA/scripts/v1/stablelm/finetune.sh create mode 100644 multimodal/vision-language_model/MoE-LLaVA/scripts/v1/stablelm/finetune_moe.sh create mode 100644 multimodal/vision-language_model/MoE-LLaVA/scripts/v1/stablelm/pretrain.sh create mode 100644 multimodal/vision-language_model/MoE-LLaVA/scripts/zero2.json create mode 100644 multimodal/vision-language_model/MoE-LLaVA/scripts/zero2_offload.json create mode 100644 multimodal/vision-language_model/MoE-LLaVA/scripts/zero3.json create mode 100644 multimodal/vision-language_model/MoE-LLaVA/scripts/zero3_offload.json diff --git a/multimodal/vision-language_model/MoE-LLaVA/README_phi2.md b/multimodal/vision-language_model/MoE-LLaVA/README_phi2.md new file mode 100644 index 000000000..00cac7b01 --- /dev/null +++ b/multimodal/vision-language_model/MoE-LLaVA/README_phi2.md @@ -0,0 +1,78 @@ +# MoE-LLaVA-phi-2.7b +## Model description + +MoE-LLaVA: Mixture of Experts for Large Vision-Language Models, the Language Models is phi-2.7b + + +## Prepare + +### Install requirements + +```bash + +cd MoE-LLaVA +pip install --upgrade pip # enable PEP 660 support +pip3 install -e . +pip3 install --upgrade pydantic + +``` +### load data and weights +数据集和权重需要链接到当前目录 MoE-LLaVA 里 +[数据集地址](http://files.deepspark.org.cn:880/deepspark/) +格式如下: +```bash +MoE-LLaVA/ +├── gitattributes +├── llava_image +├── llava_image.zip +├── mimicit_tune +├── README.md +└── train_json +``` +[权重-clip-vit-large-patch14-336](http://files.deepspark.org.cn:880/deepspark/openai/) +格式如下: +```bash +openai/ +└── clip-vit-large-patch14-336 + ├── config.json + ├── configuration.json + ├── merges.txt + ├── preprocessor_config.json + ├── pytorch_model.bin + ├── README.md + ├── special_tokens_map.json + ├── tf_model.h5 + ├── tokenizer_config.json + ├── tokenizer.json + └── vocab.json +``` +[权重-phi-2.7b](http://files.deepspark.org.cn:880/deepspark/phi-2) +格式如下: +```bash +phi-2/ +├── added_tokens.json +├── CODE_OF_CONDUCT.md +├── config.json +├── generation_config.json +├── gitattributes +├── LICENSE +├── merges.txt +├── model-00001-of-00002.safetensors +├── model-00002-of-00002.safetensors +├── model.safetensors.index.json +├── NOTICE.md +├── README.md +├── SECURITY.md +├── special_tokens_map.json +├── tokenizer_config.json +├── tokenizer.json +└── vocab.json + +``` + + +## Train +```bash +cd scripts/v1/phi2 +bash pretrain.sh +``` diff --git a/multimodal/vision-language_model/MoE-LLaVA/README_qwen.md b/multimodal/vision-language_model/MoE-LLaVA/README_qwen.md new file mode 100644 index 000000000..c9725b959 --- /dev/null +++ b/multimodal/vision-language_model/MoE-LLaVA/README_qwen.md @@ -0,0 +1,87 @@ + +# MoE-LLaVA-Qwen-1_8B +## Model description + +MoE-LLaVA: Mixture of Experts for Large Vision-Language Models, the Language Models is Qwen-1_8B + + +## Prepare + +### Install requirements + +```bash + +cd MoE-LLaVA +pip install --upgrade pip # enable PEP 660 support +pip3 install -e . +pip3 install --upgrade pydantic + +``` +### load data and weights +数据集和权重需要链接到当前目录 MoE-LLaVA 里 +[数据集地址](http://files.deepspark.org.cn:880/deepspark/) +格式如下: +```bash +MoE-LLaVA/ +├── gitattributes +├── llava_image +├── llava_image.zip +├── mimicit_tune +├── README.md +└── train_json +``` +[权重-clip-vit-large-patch14-336](http://files.deepspark.org.cn:880/deepspark/openai/) +格式如下: +```bash +openai/ +└── clip-vit-large-patch14-336 + ├── config.json + ├── configuration.json + ├── merges.txt + ├── preprocessor_config.json + ├── pytorch_model.bin + ├── README.md + ├── special_tokens_map.json + ├── tf_model.h5 + ├── tokenizer_config.json + ├── tokenizer.json + └── vocab.json +``` +[权重-Qwen-1_8B](http://files.deepspark.org.cn:880/deepspark/Qwen-1_8B) +格式如下: +```bash +Qwen-1_8B/ +├── assets +│   ├── logo.jpg +│   ├── qwen_tokenizer.png +│   ├── tokenizer.png +│   └── wechat.png +├── cache_autogptq_cuda_256.cpp +├── cache_autogptq_cuda_kernel_256.cu +├── config.json +├── configuration_qwen.py +├── cpp_kernels.py +├── generation_config.json +├── gitattributes +├── LICENSE +├── model-00001-of-00002.safetensors +├── model-00002-of-00002.safetensors +├── modeling_qwen.py +├── model.safetensors.index.json +├── NOTICE +├── qwen_generation_utils.py +├── qwen.tiktoken +├── README.md +├── tokenization_qwen.py +└── tokenizer_config.json +``` + + +## Train +```bash +cd scripts/v1/qwen +bash pretrain.sh +``` + + + diff --git a/multimodal/vision-language_model/MoE-LLaVA/README_stablelm.md b/multimodal/vision-language_model/MoE-LLaVA/README_stablelm.md new file mode 100644 index 000000000..7f1225728 --- /dev/null +++ b/multimodal/vision-language_model/MoE-LLaVA/README_stablelm.md @@ -0,0 +1,72 @@ +# MoE-LLaVA-stablelm-2-1_6b +## Model description + +MoE-LLaVA: Mixture of Experts for Large Vision-Language Models, the Language Models is stablelm-2-1_6b + +## Prepare + +### Install requirements + +```bash + +cd MoE-LLaVA +pip install --upgrade pip # enable PEP 660 support +pip3 install -e . +pip3 install --upgrade pydantic + +``` +### load data and weights +数据集和权重需要链接到当前目录 MoE-LLaVA 里 +[数据集地址](http://files.deepspark.org.cn:880/deepspark/) +格式如下: +```bash +MoE-LLaVA/ +├── gitattributes +├── llava_image +├── llava_image.zip +├── mimicit_tune +├── README.md +└── train_json +``` +[权重-clip-vit-large-patch14-336](http://files.deepspark.org.cn:880/deepspark/openai/) +格式如下: +```bash +openai/ +└── clip-vit-large-patch14-336 + ├── config.json + ├── configuration.json + ├── merges.txt + ├── preprocessor_config.json + ├── pytorch_model.bin + ├── README.md + ├── special_tokens_map.json + ├── tf_model.h5 + ├── tokenizer_config.json + ├── tokenizer.json + └── vocab.json +``` +[权重-stablelm-2-1_6b](http://files.deepspark.org.cn:880/deepspark/stablelm-2-1_6b) +格式如下: +```bash +stablelm-2-1_6b/ +├── config.json +├── configuration_stablelm.py +├── generation_config.json +├── gitattributes +├── LICENSE.md +├── merges.txt +├── modeling_stablelm.py +├── model.safetensors +├── README.md +├── special_tokens_map.json +├── tokenizer_config.json +├── tokenizer.json +└── vocab.json +``` + + +## Train +```bash +cd scripts/v1/stablelm-2-1_6b +bash pretrain.sh +``` diff --git a/multimodal/vision-language_model/MoE-LLaVA/assets/image.jpg b/multimodal/vision-language_model/MoE-LLaVA/assets/image.jpg new file mode 100644 index 0000000000000000000000000000000000000000..112c0dfd309292189679525cf13b3ba2648d3dab GIT binary patch literal 46188 zcmbTdbyQnX_bnQVd!e|tNGa|vDbS(?3KW;%6etojxI^*cEl?=#q*!rxZ?WL+nxMhL z<@@e?zdOeJ>y9_i$;leo`|OjsvvT&H>#Y4a_qYaluA-o<06;?n0F<6Kz~egL!+VIG z4FI5~2H*ey05|}&NIL+=ll4>uK=bqh0MLJ-0nne`(f;$nDH_)=^#5c3r{d!= zKMnAve{dE-3)c`_JPJxGY8uwp zY;V{(goH&z#l$7#-@R8*R8m&a{-mR;r*B|rX=QC=``OOk&E3P(3*zk)8WtWA`86s! zDLExIE&cnCjJ*7U!lL4m(z2S`y81s2jZMwnJ-vPX1A{}ulT*_(v#`1Oh4qcit?ixN zz5N5k+4;rg)iv_w_CLIy`tyI&dOH4ZX8#{vBu~7aVPK$RVE=~~+B2{J5GTRFe8rDN zDyxZY4t~KT5R5}6mzZ1Kh083c1t+&~{f9@vBDBtm_z$)JGW)+H7V`g#+5ZsxKfD$J z@=uQSA3S^7(Vsng`l-;Lfbm4(37A-z{{`0n1ML3-=Rd&xA3Q!a^4}JoJ;Qj~aj`J5 z{-^B!+IU=ka?2Nw3jhLiv?pgmCjkHfND1E*)N%`}t0Ao)sTdXZH~aQ7LwXTqrhaf% 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