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👨🏻💻 Ever tried deploying a model? and ended up entangled in scripts?
Here’s how MLEM lets us do “single command deployments” ⚡️:
- Deployment Options
- Setting up the Environment
- Run the command
- Getting Predictions
@Iterativeai @DVCorg
#mlem #aws #deployment
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Here’s how MLEM lets us do “single command deployments” ⚡️:
- Deployment Options
- Setting up the Environment
- Run the command
- Getting Predictions
@Iterativeai @DVCorg
#mlem #aws #deployment
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🚀 MLEM gives us a simple and powerful API to deploy to platforms such as:
✅ @awscloud Sagemaker
✅ Docker Container
✅ Heroku
✅ Kubernetes
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✅ @awscloud Sagemaker
✅ Docker Container
✅ Heroku
✅ Kubernetes
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🌱 Setting up the Environment
Setting up the environment varies for each case, but here let's take the example of Heroku.
We can either set “HEROKU_API_KEY” environment variable or use Heroku CLI to run “heroku login”.
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Setting up the environment varies for each case, but here let's take the example of Heroku.
We can either set “HEROKU_API_KEY” environment variable or use Heroku CLI to run “heroku login”.
🧵[3/6]
Good girls go to the polls #dogsatpollingstations 
