BentoML

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You could try building it locally and pushing it to your image repository

You'll need to take note to tag the image according to what Yatai expects

thanks to reply!

I think yatai build the image when I deploy in yatai-ui based on the model bentos that I pushed before using cmd `bentoml push model_name:tag`

do you mean
I need to try deploy the model after build and push the image in local image repository?
And Yatai is on GKE cluster not local

So what I do is the following:

1. `bentoml build ...`
2. `bentoml push mymodel`
3. `bentoml containerize mymodel`
4. `docker tag mymodel:tag123 <http://gcr.io/myproject/yatai-bentos:yatai.mymodel.tag123|gcr.io/myproject/yatai-bentos:yatai.mymodel.tag123>`  (Note the last part is a `.tag123` NOT `:tag123`
5. `docker push <http://gcr.io/myproject/yatai-bentos:yatai.mymodel.tag123|gcr.io/myproject/yatai-bentos:yatai.mymodel.tag123>` 
6. Create a `deployment.yaml` that has is a `BentoDeployment` that points to your `mymodel:tag123`

I think you can omit step 6 if you do it via the UI because the UI creates the deployment anyway and looks for the image and if it doesn't it launches the image builder

ahh~ Thanks Tan!
It works! but I faced other issue :joy::joy:
anyway, I could get next step! :man-bowing: