49 lines
2.0 KiB
Markdown
49 lines
2.0 KiB
Markdown
# Deploy CodeGen in Kubernetes Cluster
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> [NOTE]
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> The following values must be set before you can deploy:
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> HUGGINGFACEHUB_API_TOKEN
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>
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> You can also customize the "MODEL_ID" if needed.
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>
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> You need to make sure you have created the directory `/mnt/opea-models` to save the cached model on the node where the CodeGen workload is running. Otherwise, you need to modify the `codegen.yaml` file to change the `model-volume` to a directory that exists on the node.
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> Alternatively, you can change the `codegen.yaml` to use a different type of volume, such as a persistent volume claim.
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## Deploy On Xeon
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```
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cd GenAIExamples/CodeGen/kubernetes/intel/cpu/xeon/manifest
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export HUGGINGFACEHUB_API_TOKEN="YourOwnToken"
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export MODEL_ID="Qwen/Qwen2.5-Coder-7B-Instruct"
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sed -i "s/insert-your-huggingface-token-here/${HUGGINGFACEHUB_API_TOKEN}/g" codegen.yaml
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sed -i "s/meta-llama\/CodeLlama-7b-hf/${MODEL_ID}/g" codegen.yaml
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kubectl apply -f codegen.yaml
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```
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## Deploy On Gaudi
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```
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cd GenAIExamples/CodeGen/kubernetes/intel/hpu/gaudi/manifest
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export HUGGINGFACEHUB_API_TOKEN="YourOwnToken"
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sed -i "s/insert-your-huggingface-token-here/${HUGGINGFACEHUB_API_TOKEN}/g" codegen.yaml
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kubectl apply -f codegen.yaml
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```
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## Verify Services
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To verify the installation, run the command `kubectl get pod` to make sure all pods are running.
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Then run the command `kubectl port-forward svc/codegen 7778:7778` to expose the CodeGen service for access.
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Open another terminal and run the following command to verify the service if working:
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> Note that it may take a couple of minutes for the service to be ready. If the `curl` command below fails, you
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> can check the logs of the codegen-tgi pod to see its status or check for errors.
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```
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kubectl get pods
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curl http://localhost:7778/v1/codegen -H "Content-Type: application/json" -d '{
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"messages": "Implement a high-level API for a TODO list application. The API takes as input an operation request and updates the TODO list in place. If the request is invalid, raise an exception."
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}'
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```
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