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.
cdkchatgptmachine-learning
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.
machine-learning
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.
awsmachine-learningsagemaker
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.
ganmachine-learningsagemaker
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.
machine-learning
StyleGAN Pokemon Card Generator
Generating Pokemon cards using a mixture of StyleGAN and RNN to create beautiful & vibrant cards ready for battle!
ganmachine-learningrnn
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!
ganmachine-learning
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
ganmachine-learning
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.
fargatemachine-learning
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.
machine-learningsagemaker
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.
machine-learningsagemaker
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.
machine-learningsagemaker