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Merge pull request #1075 from oracle-devrel/sonar-chages
structure files, fixing errors
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cloud-infrastructure/ai-infra-gpu/README.md

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- PoCs/benchmarks
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- Architecture designs & sizing
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## Useful Links
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Reviewed: 23.05.2024
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# Useful Links
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- [Oracle Cloud GPU Instances](https://www.oracle.com/uk/cloud/compute/gpu/)
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- High-level description of Oracle Cloud GPU offering
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- [AI infrastructure - Best practices on OCI](https://www.oracle.com/cloud/oci-best-practices-guide/#ai-infra-on-oci)
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- Guides, architectures, videos, and automation scripts to plan, design, and deploy AI workloads on our GPU compute and OCI services.
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## License
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# License
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Copyright (c) 2024 Oracle and/or its affiliates.
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cloud-infrastructure/ai-infra-gpu/ai-infrastructure/conda-envs/README.md

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# conda-envs
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# Conda Environments
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A collection of ready to use conda environments
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In this repository, you can find a collection of ready-to-use conda environments.
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Reviewed 23.05.2024
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# When to use this asset?
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ML projects require final users to experiment with a lot of different tools that interact in a complex ecosystem. Conva environments greatly simplify the management of such ecosystems and the dependencies between the tools. In this repo we provide Conda Environment templates that have been tested on OCI shapes and easily recreate ML environments.
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# How to use this asset?
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The templates are divided per OS version, so they should be applied to the same OS.
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To create an environment
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```conda env create -f environment.yml```
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### Pytorch ###
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## Pytorch
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You can check that pytorch works with GPUs with the command
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```
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### vLLM
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## vLLM
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Login into Hugging Face HUB with
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```huggingface-cli login```
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```
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#### Load test with Locust
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## Load test with Locust
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1. Execute the following command in utilities folder
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1. Execute the following command in the utilities folder
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```bash
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locust --host httry utilitiesocalhost:8000
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```
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This will create a web port on `http://localhost:8089`.
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# License
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Copyright (c) 2024 Oracle and/or its affiliates.
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Licensed under the Universal Permissive License (UPL), Version 1.0.
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See [LICENSE](https://github.com/oracle-devrel/technology-engineering/blob/main/LICENSE) for more details.

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