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yuzisun avatar yuzisun commented on September 24, 2024

@robertgshaw2-neuralmagic were you able to manage to load the 70b model using oci storage ?

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robertgshaw2-neuralmagic avatar robertgshaw2-neuralmagic commented on September 24, 2024

@yuzisun i managed to get it working with a 7b model!

Going to try it again in a multi node setup with this model scale then move onto the 70b

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robertgshaw2-neuralmagic avatar robertgshaw2-neuralmagic commented on September 24, 2024

@yuzisun is oci is the recommended pathway moving forward?

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yuzisun avatar yuzisun commented on September 24, 2024

@yuzisun is oci is the recommended pathway moving forward?

Not sure if it is best practice to store 130g model in an OCI image, the other alternative solution is to store the model on local NVMe volumes and load the model with PVC.

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robertgshaw2-neuralmagic avatar robertgshaw2-neuralmagic commented on September 24, 2024

That makes sense - I will try both

Just curious: is there a specific model size you recommend for the OCI images?

The docs suggest that this OCI pathway was built specifically for the LLM serving use case

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