> For the complete documentation index, see [llms.txt](https://docs.qblocks.cloud/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.qblocks.cloud/q-blocks-how-to-guide.md).

# Q Blocks How To Guide

Q Blocks is a decentralized computing infrastructure platform designed to serve ML workloads at scale.

To enable full feature utilization, we provide you a quick How-To Guide.

The guide contains documentation to help you quickly get started with functionalities that Q Blocks instances offer out of the box:

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### Basic Instance functionality:

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[<img src="/files/wz6XWPc6fMpHNniyvIeW" alt="" data-size="line"> Create a new user](/q-blocks-how-to-guide/create-a-new-user.md)

[<img src="/files/8N4PWL0N2O6EGRbStGxU" alt="" data-size="line"> Upload data using SCP command](/q-blocks-how-to-guide/upload-data-using-scp-command.md)

[<img src="/files/LardDvtwVF9D3omm5ceN" alt="" data-size="line"> Use Visual Studio Code with Q Blocks instances](/q-blocks-how-to-guide/use-visual-studio-code-with-q-blocks-instances.md)

[<img src="/files/6lRJSB2VHtXNi4YuNZyz" alt="" data-size="line"> Port forwarding to run web services](/q-blocks-how-to-guide/port-forwarding-to-run-web-services.md)

[<img src="/files/4QmqqS2BMYespnUA5KyI" alt="" data-size="line"> Launch Jupyter Hub in Q Blocks Instance](/q-blocks-how-to-guide/launch-jupyter-hub-in-q-blocks-instance.md)

[<img src="/files/AHU7shnGSaq6Rm0OWeTp" alt="" data-size="line"> Upgrade Instance CUDA to version 12.2](/q-blocks-how-to-guide/upgrade-cuda-to-v12.2.md)

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### Machine learning tooling setup:

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[<img src="/files/hGF3sqjh2YPcOY4nl8z9" alt="" data-size="line"> Launch TensorBoard in Q Blocks instance](/q-blocks-how-to-guide/launch-tensorboard-in-q-blocks-instance.md)

[<img src="/files/iQN2uhJMfwKoLEuRsZIF" alt="" data-size="line"> Setup Horovod and OpenMPI in Q Blocks Instance](/q-blocks-how-to-guide/setup-horovod-and-openmpi-in-q-blocks-instance.md)

[<img src="/files/6mihSUUqMhCf9LiVNhio" alt="" data-size="line"> Setup AIM for ML experiment tracking](/q-blocks-how-to-guide/setup-aim-for-ml-experiment-tracking.md)

[<img src="/files/mfUYUGurgj2Y4T4kh369" alt="" data-size="line"> Disco Diffusion AI Art on Q Blocks](/q-blocks-how-to-guide/disco-diffusion-ai-art-on-q-blocks.md)

[<img src="/files/6HJEw0sLpA7cyTW2lRWn" alt="" data-size="line"> Stable Diffusion Text to Image GPU server on Q Blocks](/q-blocks-how-to-guide/stable-diffusion-text-to-image-gpu-server-on-q-blocks.md)

## Supported by Pro Instances:

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### Docker setup:

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[<img src="/files/vmOIGagk3nIqwmNMEzhC" alt="" data-size="line"> Setup Docker with Nvidia GPU support](/q-blocks-how-to-guide/setup-docker-with-nvidia-gpu-support.md)

[<img src="/files/MICMcbUofxqCCELPYg44" alt="" data-size="line"> Enable port forwarding on a Docker container in Q Blocks instance](/q-blocks-how-to-guide/enable-port-forwarding-on-a-docker-container-in-q-blocks-instance.md)

<img src="/files/8xNhdtHhF6QDuEMDlkHk" alt="" data-size="line">[Run production ready lightweight kubernetes using K3s in Q Blocks instance](/q-blocks-how-to-guide/run-production-ready-lightweight-kubernetes-using-k3s-in-q-blocks-instance.md)