- large language model
- image/video generative model
- image classification（backbone)
- OCR
- object detection
| model | supported by mindformers |
|---|---|
| llama2 | link |
| llama3 | link |
| llama3.1 | link |
| qwen | link |
| qwen2 | link |
| glm2 | link |
| glm3 | link |
| glm4 | link |
| cogvlm2_video | link |
| cogvlm2_image | link |
| internlm | link |
| internlm2 | link |
| deepseek | link |
| deepseek1.5 | link |
| deepseek2 | link |
| codellama | link |
| mixtral | link |
| baichuan2 | link |
| model | supported by mindone |
|---|---|
| stable diffusion | link |
| stable diffusion xl | link |
| stable diffusion 3.0 | link |
| flux | link |
| huanyuandit | link |
| dit | link |
| latte | link |
| hpcai open sora | link |
| open sora plan(pku version) | link |
| animatediff | link |
| model | supported by mindcv |
|---|---|
| vgg | link |
| resnet | link |
| resnetv2 | link |
| dpn | link |
| densenet | link |
| senet | link |
| sknet | link |
| resnext | link |
| rexnet | link |
| resnest | link |
| res2net | link |
| googlenet | link |
| inceptionv3 | link |
| inceptionv4 | link |
| mobilenet_v1 | link |
| mobilenet_v2 | link |
| mobilenet_v3 | link |
| shufflenet_v1 | link |
| shufflenet_v2 | link |
| xception | link |
| ghostnet | link |
| nasnet | link |
| mnasnet | link |
| efficientnet | link |
| regnet | link |
| mixnet | link |
| hrnet | link |
| bit | link |
| repvgg | link |
| repmlp | link |
| convnext_base | link |
| vit | link |
| swin transformer | link |
| pvt | link |
| pvt_v2 | link |
| pit | link |
| coat | link |
| convit | link |
| crossvit | link |
| mobilevit | link |
| visformer | link |
| edgenext | link |
| poolformer | link |
| xcit | link |
| model | supported by mindocr |
|---|---|
| dbnet | link |
| psenet | link |
| east | link |
| fcenet | link |
| svtr | link |
| crnn | link |
| rare | link |
| model | supported by mindyolo |
|---|---|
| yolov10 | link |
| yolov9 | link |
| yolov8 | link |
| yolov7 | link |
| yolov5 | link |
| yolov4 | link |
| yolov3 | link |
| yolox | link |
| model | link |
|---|---|
| deeplab v3 | link |
| ocrnet | link |
| dlinknet | link |
| sam | link |
Mindspore only provides scripts that downloads and preprocesses public datasets. We do not own these datasets and are not responsible for their quality or maintenance. Please make sure you have permission to use the dataset under the dataset’s license. The models trained on these dataset are for non-commercial research and educational purpose only.
To dataset owners: we will remove or update all public content upon request if you don’t want your dataset included on Mindspore, or wish to update it in any way. Please contact us through a Github/Gitee issue. Your understanding and contribution to this community is greatly appreciated.
MindSpore is Apache 2.0 licensed. Please see the LICENSE file.