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lines changed Original file line number Diff line number Diff line change @@ -11,21 +11,20 @@ pip install nbox
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nbx why
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```
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+ ## 🍇 How to use
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+ - [ ** End to End** ] [ The stable-diffusion AI startup] ( ./dreambooth-stable-diff/ ) : [ ** GPU** ] Train a Stable Diffusion model and serve it.
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## 🌳 Projects
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The projects here are used to demonstrate how to run different kinds of workloads and not the content of the operation.
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- [ ** Jobs** ] [ Sklearn Tests] ( ./sklearn_tests/ ) : Train a simple kmeans model and store the resulting chart in a Relic.
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- [ ** Jobs + LMAO** ] [ lmao] ( ./lmao/ ) : Use NBX-Monitoring projects to track, train and store your model giving a full end to end MLOps pipeline.
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- [ ** Serving** ] [ Pose Model] ( ./posemodel/ ) : Deploy a ` mediapipe ` pose detection model on a kubernetes cluster (w/o YAML 😛)
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- - [ ** Jobs** ] [ Dreambooth Trainer] ( ./dreambooth/ ) : [ ** GPU** ] Train a Stable Diffusion model on a small dataset.
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- [ ** Serving** ] [ FastAPI] ( ./fastapi_serving/ ) : Deploy a FastAPI server on a NBX-Serving
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- [ ** Jobs** ] [ DeepSpeed] ( ./deepspeed ) : [ ** GPU** ] Train a MobileViT using [ DeepSpeed] ( https://www.deepspeed.ai/ )
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- ## 🚧 In Progress
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- - [ ** Serving** ] [ Stable Diffusion] ( ./stable_diff/ ) : Deploy a Stable Diffusion model
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## Deprecated Examples
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These examples will be migrated to the new format for deploying batch processes (serverless) and API endpoints.
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