Mark RyanHow to adapt a base text model / LLM in Vertex AI using a tuning dataset. Learn how to tune a base model, test the tuned model, and compare its results with the results from the base model.
Tuning a base model in Vertex AIMark Ryan2024-01-29 | How to adapt a base text model / LLM in Vertex AI using a tuning dataset. Learn how to tune a base model, test the tuned model, and compare its results with the results from the base model.
For a description of how to create a Vertex AI Search data store, see youtu.be/kzuHyJ1xMrwFirst taste of GeminiMark Ryan2023-12-22 | Try out Gemini in the context of Vertex AI on Google CloudReview of The Greatest Capitalist Who Ever LivedMark Ryan2023-12-20 | Review of the book by Ralph Watson McElvenny and Marc Wortman on Tom Watson Jr and the Epic Story of How IBM Created the Digital AgeVertex AI Search Hello WorldMark Ryan2023-11-18 | Create a gen-ai powered search against documents that you specifyVertex AI RAG tutorialMark Ryan2023-11-11 | Adapt LangChain Pinecone and RAG tutorials to work with Vertex AI
Repo: github.com/ryanmark1867/rag_experimentWaymo trip Aug 2023Mark Ryan2023-09-03 | On a trip to San Francisco this week, a colleague kindly offered me the chance to take a ride in a driverless Waymo car. It was awesome!Vertex AI Generative AI + Langchain to explore tabular datasetsMark Ryan2023-07-02 | With Vertex AI Generative AI and the Langchain Pandas dataframe agent, explore tabular datasets with simple English statements.
Thanks to Codence for the music!Creating a Vertex AI PipelineMark Ryan2023-04-30 | Create a simple pipeline in Vertex AI that takes a CSV file as input, uses the Vertex AI SDK to train a model in a pre-built container, and deploys to the model to an endpoint.
Thanks to Codence for the music.Deploy a custom model to Vertex AIMark Ryan2023-04-29 | Steps to import a Keras model trained in Colab into Vertex AI, deploy the model to an endpoint, and validate the deployment.
Thanks to Codence for the music.A Taste of AI Test KitchenMark Ryan2022-12-23 | Trying out the large language model demos in Google's AI Test Kitchen.
Try it out yourself: https://blog.google/technology/ai/join-us-in-the-ai-test-kitchen/GPT-3 vs ChatGPTMark Ryan2022-12-23 | Side-by-side comparison of ChatGPT and GPT-3.
Note - I'm a Google employee but this video only includes my personal observations, not the official Google position.
Thanks to Codence for the intro music.Codex - a bridge between cloudsMark Ryan2022-01-01 | Can OpenAI's Codex translate AWS commands into Google Cloud commands?
Thanks to Codence for the intro music.Codex translates COBOL to JavaScriptMark Ryan2021-10-20 | Show how Codex can generate working JavaScript from a COBOL program.
Article on a related Codex experiment: towardsdatascience.com/a-first-taste-of-codex-71385ee8aaa4save and load fastai modelsMark Ryan2021-08-22 | Examples of how to save deep learning models trained with fastai and how to load them for (a) one-off tests in a notebook, and (b) deployment in a simple web application
Upcoming book, Deep Learning with fastai Cookbook, containing this example: https://t.co/4Cm8Dw8nVV?amp=1
Video on the book Deep Learning with fastai Cookbook: youtu.be/hszjCrPn7jkDeep Learning with fastai CookbookMark Ryan2021-06-22 | Upcoming book from Packt on how to easily harness the power of deep learning using the fastai framework
Git repo with the code for the web deployment described in this video: github.com/ryanmark1867/fastai_deploymentfastai vs Keras (part 2)Mark Ryan2021-04-26 | Comparison of the fastai and Keras deep learning frameworks in two aspects: curated datasets and environments on which to run the frameworks.
Thanks to Codence for the excellent musical track.end to end deep learning liveProjectsMark Ryan2021-04-03 | Introduction to upcoming Manning liveProjects on end-to-end deep learning with tabular datasets.
Check out my book Deep Learning with Structured Data: manning.com/books/deep-learning-with-structured-dataGPT-3 navigates the New York subwayMark Ryan2021-02-28 | Apply a simple Python harness and a set of prompts to see if GPT-3 can navigate between stations in the NYC subway system.
fastai curated dataset documentation show in this video: course.fast.ai/datasetsfastai vs KerasMark Ryan2021-01-09 | A quick comparison of the two high-level frameworks for deep learning: fastai and Keras
Stock images: shutterstock.comDeep Learning with Structured Data (Part 2)Mark Ryan2020-11-13 | More technical background on my upcoming book "Deep Learning with Structured Data" from Manning Publications.
Repo for accompanying code: github.com/ryanmark1867/deep_learning_for_structured_dataDeep Learning with Structured Data: a book on applying deep learning to tabular dataMark Ryan2020-11-12 | Introduction to my upcoming book "Deep Learning with Structured Data" from Manning Publications.
Repo for accompanying code: github.com/ryanmark1867/deep_learning_for_structured_dataGPT-3 vs. a Rasa chatbotMark Ryan2020-09-10 | This video compares the performance of GPT-3 and a Rasa chatbot when asked a series of movie trivia questions. The Rasa chatbot has been painstakingly trained on movie details, while GPT-3 is answering the questions right "out of the box".
Repo with the code for the Rasa chatbot: github.com/ryanmark1867/chatbot_productionGPT-3 translates English to git commandsMark Ryan2020-09-09 | Use GPT-3 to translate English language descriptions into git commands.
repo: github.com/ryanmark1867/git_assistantCP Rail Havelock subdivision - Locust HillMark Ryan2014-05-02 | CP train on Havelock subdivision, Highway 7 in Locust Hill. I've driven past this rail line for 11 years, heard the train whistle at night, but never actually seen a train anywhere on this line. Until tonight! I couldn't believe it when I saw the crossing lights flashing for the first time in 11 years, and then I couldn't believe my luck when I was able to stop the car and get some video. To make my joy complete, all I need to see is a passenger train (RDC, preferably) on this line before I retire. C'mon Dean Del Mastro - make it happen!