d2bab99835
Signed-off-by: Xinyao Wang <xinyao.wang@intel.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
60 lines
2.2 KiB
Markdown
60 lines
2.2 KiB
Markdown
# Deploy CodeTrans 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 CodeTrans workload is running. Otherwise, you need to modify the `codetrans.yaml` file to change the `model-volume` to a directory that exists on the node.
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## Required Models
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By default, the LLM model is set to a default value as listed below:
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|Service |Model |
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|---------|-------------------------|
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|LLM |HuggingFaceH4/mistral-7b-grok|
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Change the `MODEL_ID` in `codetrans.yaml` for your needs.
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## Deploy On Xeon
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```bash
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cd GenAIExamples/CodeTrans/kubernetes/intel/cpu/xeon/manifests
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export HUGGINGFACEHUB_API_TOKEN="YourOwnToken"
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sed -i "s/insert-your-huggingface-token-here/${HUGGINGFACEHUB_API_TOKEN}/g" codetrans.yaml
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kubectl apply -f codetrans.yaml
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```
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## Deploy On Gaudi
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```bash
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cd GenAIExamples/CodeTrans/kubernetes/intel/hpu/gaudi/manifests
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export HUGGINGFACEHUB_API_TOKEN="YourOwnToken"
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sed -i "s/insert-your-huggingface-token-here/${HUGGINGFACEHUB_API_TOKEN}/g" codetrans.yaml
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kubectl apply -f codetrans.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/codetrans 7777:7777` to expose the CodeTrans 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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```bash
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curl http://localhost:7777/v1/codetrans \
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-H 'Content-Type: application/json' \
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-d '{"language_from": "Golang","language_to": "Python","source_code": "package main\n\nimport \"fmt\"\nfunc main() {\n fmt.Println(\"Hello, World!\");\n}"}'
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```
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To consume the service using nginx, run the command below. The `${host_ip}` is the external ip of your server.
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```bash
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curl http://${host_ip}:30789/v1/codetrans \
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-H 'Content-Type: application/json' \
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-d '{"language_from": "Golang","language_to": "Python","source_code": "package main\n\nimport \"fmt\"\nfunc main() {\n fmt.Println(\"Hello, World!\");\n}"}'
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```
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