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Updating Readme to Use Correct Version of Protobuf #11

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Updating Readme to Use Correct Version of Protobuf #11

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Updating readme to use correct version of protobuf
shekhar316 Jun 1, 2024
734df9f
adding troubleshooting section
shekhar316 Jun 13, 2024
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Expand Up @@ -68,4 +68,8 @@ kubectl apply -k config/samples/postgres

By following these instructions, you can effectively leverage the provided code to discover the optimal model using RayTune and subsequently deploy and serve machine learning models using Ray and the CodeFlare SDK.

## Troubleshooting

- **RayTaskError or TypeError stating "Descriptors cannot be created directly."**
This error indicates compatibility issues with the protobuf library version used in your project. While initializing the Ray cluster, you need to specify `protobuf` version `3.20.1` in the `runtime_env` parameter during Ray initialization. This ensures that the correct version of `protobuf` is used, avoiding the `RayTaskError` issues.
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3.20.1 is only relevant for certain versions of ray right? It would be better to specify both the compatible versions together