philschmid/aws-lambda-with-docker-image

Hello, my name is Philipp

I am a Technical Lead at Hugging Face, leading our collaboration and partnerships with major cloud providers like AWS, Google Cloud, Azure, and Cloudflare.

At Hugging Face, I have been instrumental in driving the company's growth through our Cloud and Hardware offerings. I serve as the Technical/Engineering Lead for our partnerships with AWS (SageMaker & Neuron), Google (Vertex AI & GKE), Azure (AzureML), and Cloudflare and created Hugging Face Inference Endpoints the easiest way to deploy LLMs into production.

If I'm not putting Transformers and Generative AI models into services or production, I'm collaborating with our open-source and science teams to make LLMs more accessible. I am currently focusing on LLMs using RLHF for enterprise and business use cases.

7+ years ago, I started my passion for cloud concepts and machine learning. Since then, I have leveraged this passion to design and implement cloud-native machine learning architectures for fin-tech and insurance companies. In recognition of my expertise in this field, I became the first German AWS Machine Learning Hero in June 2021.

In addition to my work at Hugging Face, I engage in evangelism and advocacy efforts, sharing my knowledge and insights through research publications, blog posts on LinkedIn, and posts on X (formerly Twitter).

I write about all the stuff i am working under philschmid.de.

🔗 Connect with me

⚡Technologies

Below is a list of Technologies (mostly open source frameworks, libraries, and languages) I regularly use and enjoy working with. If you want to see more what I do or have done, check out my GitHub.

🤖 Machine Learning
Transformers, PyTorch, Scikit-Learn, Langchain, Weights & Bias, Deepspeed, TensorRT, Triton, ONNX.

☁️ Cloud
AWS, GCP, Azure, Kubernetes, Kubeflow, Docker, Terraform, Github Actions, CDK.

🏗️ Non-ML
Rust, Next.js, Svelte, Tailwind, FastAPI, Shadcn, React, GRPC.

aws-lambda-with-docker-image's Issues

The command: aws ecr get-login does not seem to work.

The example to use get-login for ECR doesn't appear to work, am I out of date?

$(aws ecr get-login --no-include-email --region us-east-1)

usage: aws [options] <command> <subcommand> [<subcommand> ...] [parameters]
To see help text, you can run:

  aws help
  aws <command> help
  aws <command> <subcommand> help
aws: error: argument operation: Invalid choice, valid choices are:

batch-check-layer-availability           | batch-delete-image                      
batch-get-image                          | complete-layer-upload                   
create-repository                        | delete-lifecycle-policy                 
delete-repository                        | delete-repository-policy                
describe-image-scan-findings             | describe-images                         
describe-repositories                    | get-authorization-token                 
get-download-url-for-layer               | get-lifecycle-policy                    
get-lifecycle-policy-preview             | get-repository-policy                   
initiate-layer-upload                    | list-images                             
list-tags-for-resource                   | put-image                               
put-image-scanning-configuration         | put-image-tag-mutability                
put-lifecycle-policy                     | set-repository-policy                   
start-image-scan                         | start-lifecycle-policy-preview          
tag-resource                             | untag-resource                          
upload-layer-part                        | get-login-password                      
wait                                     | help   

aws --version

aws-cli/2.0.60 Python/3.7.4 Darwin/19.4.0 exe/x86_64