Philipp Schmid – Medium

Philipp Schmid

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New Serverless Bert with Huggingface, AWS Lambda, and AWS EFS

Build a Serverless Question-Answering API using the Serverless Framework, AWS Lambda, AWS EFS, efsync, Terraform, the transformers Library…

Nov 15, 2020

New Serverless Bert with Huggingface, AWS Lambda, and AWS EFS

Nov 15, 2020

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Multilingual Serverless XLM RoBERTa with HuggingFace, AWS Lambda

Learn how to build a Multilingual Serverless BERT Question Answering API with a model size of more than 2GB and then testing it in German…

Dec 17, 2020

Multilingual Serverless XLM RoBERTa with HuggingFace, AWS Lambda

Dec 17, 2020

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Serverless BERT with HuggingFace, AWS Lambda, and Docker

Learn how to use the newest cutting edge computing power of AWS with the benefits of serverless architectures to leverage Google’s…

Dec 6, 2020

Serverless BERT with HuggingFace, AWS Lambda, and Docker

Dec 6, 2020

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AWS Lambda with custom docker images as runtime

Learn how to build and deploy an AWS Lambda function with a custom python docker container as runtime with the use of Amazon ECR.

Dec 2, 2020

AWS Lambda with custom docker images as runtime

Dec 2, 2020

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efsync my first open-source MLOps toolkit

Automatically Sync Python Dependencies and ML models to AWS EFS for your AWS Lambda function.

Nov 5, 2020

efsync my first open-source MLOps toolkit

Nov 5, 2020

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My path to become a certified solution architect

This is the Story of how I became a certified solution architect within 28 hours of preparation

Oct 24, 2020

My path to become a certified solution architect

Oct 24, 2020

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4 Steps to Creating a Custom GitHub Action

Create an action, test it offline, and publish it in the GitHub Action Marketplace

Sep 25, 2020

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Sep 25, 2020

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Fine-tune a non-English GPT-2 Model with Huggingface

Fine-tune non-English, German GPT-2 model with Huggingface on German recipes. Using their Trainer class and Pipeline objects

Sep 6, 2020

Fine-tune a non-English GPT-2 Model with Huggingface

Sep 6, 2020

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Mount Your AWS EFS Volume Into AWS Lambda With the Serverless Framework

Leverage your Serverless architectures with mounting your AWS EFS volume into your AWS Lambda with the Serverless Framework.

Aug 12, 2020

Mount Your AWS EFS Volume Into AWS Lambda With the Serverless Framework

Aug 12, 2020

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Serverless BERT with HuggingFace and AWS Lambda

Build a serverless question-answering API with BERT, HuggingFace, the Serverless Framework, and AWS Lambda.

Jun 30, 2020

Serverless BERT with HuggingFace and AWS Lambda

Jun 30, 2020

Philipp Schmid

Philipp Schmid

👨🏻‍💻 Machine Learning Engineer & Cloud enthusiast | 📍Nuremberg 🇩🇪 | https://twitter.com/_philschmid | 📕 https://www.philschmid.de

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