PinnedPhilipp SchmidinTowards Data ScienceNew Serverless Bert with Huggingface, AWS Lambda, and AWS EFSBuild a Serverless Question-Answering API using the Serverless Framework, AWS Lambda, AWS EFS, efsync, Terraform, the transformers Library…10 min read·Nov 15, 2020--2--2
Philipp SchmidinTowards Data ScienceMultilingual Serverless XLM RoBERTa with HuggingFace, AWS LambdaLearn how to build a Multilingual Serverless BERT Question Answering API with a model size of more than 2GB and then testing it in German…7 min read·Dec 17, 2020----
Philipp SchmidinTowards Data ScienceServerless BERT with HuggingFace, AWS Lambda, and DockerLearn how to use the newest cutting edge computing power of AWS with the benefits of serverless architectures to leverage Google’s…7 min read·Dec 6, 2020--7--7
Philipp SchmidinTowards Data ScienceAWS Lambda with custom docker images as runtimeLearn how to build and deploy an AWS Lambda function with a custom python docker container as runtime with the use of Amazon ECR.6 min read·Dec 2, 2020--3--3
Philipp SchmidinTowards Data Scienceefsync my first open-source MLOps toolkitAutomatically Sync Python Dependencies and ML models to AWS EFS for your AWS Lambda function.4 min read·Nov 5, 2020----
Philipp SchmidinTowards Data ScienceMy path to become a certified solution architectThis is the Story of how I became a certified solution architect within 28 hours of preparation3 min read·Oct 24, 2020----
Philipp SchmidinBetter Programming4 Steps to Creating a Custom GitHub ActionCreate an action, test it offline, and publish it in the GitHub Action Marketplace6 min read·Sep 25, 2020--1--1
Philipp SchmidinTowards Data ScienceFine-tune a non-English GPT-2 Model with HuggingfaceFine-tune non-English, German GPT-2 model with Huggingface on German recipes. Using their Trainer class and Pipeline objects5 min read·Sep 6, 2020--1--1
Philipp SchmidinThe StartupMount Your AWS EFS Volume Into AWS Lambda With the Serverless FrameworkLeverage your Serverless architectures with mounting your AWS EFS volume into your AWS Lambda with the Serverless Framework.6 min read·Aug 12, 2020--3--3
Philipp SchmidinTowards Data ScienceServerless BERT with HuggingFace and AWS LambdaBuild a serverless question-answering API with BERT, HuggingFace, the Serverless Framework, and AWS Lambda.7 min read·Jun 30, 2020--5--5