Fine tuning a GPT model that recommends nothing but AWS CDK
I'm going to take you on the journey of building a fine-tuned GPT model that answers technical questions with answers that exclusively recommend AWS CDK.
12 posts tagged with "machine-learning"
LinkedIn Professional - Generating Tech Jargon with DeepAI Text Generator
Learn how to generate tech jargon by taking trends from the ThoughtWorks technology radar and running sentences into DeepAI's text generator.
Dog Bark Detector - Machine Learning Model
Building a Dog Bark Detector to help understand what my dogs do while I'm not home. In this post we cover the training and deployment of a Machine Learning module using the UrbanSound8K dataset.
Selfie2Something - Building a UGATIT Model
Selfie2Anime was a successful use of Image-to-Image translation using UGATIT. In this post we learn how to setup a development environment capable of running UGATIT, then train out own variation of a model.
Repeatable Data Science - Anaconda Environments
Learn how to use Conda environments to manage hundreds of different & varying python environments. Clean up your projects and make them more repeatable.
StyleGAN Pokemon Card Generator
Generating Pokemon cards using a mixture of StyleGAN and RNN to create beautiful & vibrant cards ready for battle!
Exploring Interpretable and Controllable Face Reenactment (ICface)
ICface is a generic face animator that is able to control the pose and expressions of a given face image. We explore how to use it for fun!
Dune Coloring Book using CGAN & TensorFlow
Automatic coloring and shading of Dune coloring book using manga-style lineart model from deepcolor. Making use of TensorFlow and CGAN
Exposing PyTorch models over a containerised API
Containerising PyTorch models in a repeatable way. Deploy OpenAI's GPT-2 model and expose it over a Flask API. Finally deploy it to AWS Fargate container hosting using CloudFormation.
Fake Facebook conversations using OpenAI GPT-2
Generate Fake Facebook conversations using OpenAI's GPT-2 training model and a large number of your existing facebook message data. Perform training using Amazon SageMaker GPU instances and CloudFormation.
Generating Cats with StyleGAN on AWS SageMaker
Generating Cat images using StyleGAN on AWS SageMaker. Developing a simple and repeatable Data Science pipeline for Generative Adversarial Network outputs.
Getting Started with Amazon SageMaker Ground Truth
Utilise Amazon SageMaker Ground Truth to offload manual data labelling to the Cloud or other members of your organisation.