Designing with Machine Learning

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Practical Steps to Reduce Hallucination and Improve Performance of Systems Built with Large Language Models
Issue #11 | How can we make systems that integrate LLM's like ChatGPT more reliable? Here are practical techniques (and research) to mitigate…
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Victor Dibia
9
Top 5 AI Announcements (and Implications) from the 1st OpenAI DevDay
Issue #15 | Cost reduction, new models, new developer APIs. What does this mean for developers, and the types of new applications that can now be built…
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Victor Dibia
3
A Defacto Guide on Building Generative AI Apps with the Google PaLM API
Issue # 14 | Deep dive on how to access/call the PaLM API (MakerSuite, Vertex AI client libs, REST api), implementing a useful task (structured data…
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Victor Dibia
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Understanding Size Tradeoffs with Generative Models - How to Select the Right Model (GPT4 vs LLAMA2)?
 • Victor Dibia
LIDA: Automatic Generation of Grammar Agnostic Visualizations and Infographics with Large Language Models (ChatGPT, GPT4)
 • Victor Dibia
1
Top 5 AI Announcements (and Implications) from the 1st OpenAI DevDay
 • Victor Dibia
3
A Defacto Guide on Building Generative AI Apps with the Google PaLM API
 • Victor Dibia
Running Machine Learning Models on Android Devices - Issue #9
 • Victor Dibia
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Understanding Size Tradeoffs with Generative Models - How to Select the Right Model (GPT4 vs LLAMA2)?
Issue #13 | With multiple LLM providers (GPT4, PaLM) and 1000s of OSS Models, how do you select the right model?
 • 
Victor Dibia
LIDA: Automatic Generation of Grammar Agnostic Visualizations and Infographics with Large Language Models (ChatGPT, GPT4)
Issue #12 | How to build tools for automatic data exploration, grammar-agnostic visualizations and infographics using Large Language Models like ChatGPT…
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Victor Dibia
1
Machine Learning Models that Generate High Quality Images from Text - Issue #10
The ability to generate high quality novel images has been the target of extensive research in the deep learning and computer vision field. The promise…
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Victor Dibia
Running Machine Learning Models on Android Devices - Issue #9
In this issue we will discuss how to run machine learning models locally on an Android mobile devices. We will explore :Why on-device machine learning…
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Victor Dibia
Building and Explaining Language Models with Tensorflow and HuggingFace - Issue #8
Hi all, hope you are well!In this issue I'll talk about some of my recent experiments building a simple text classification model (predict if a tweet is…
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Victor Dibia
Integrating Jupyter Notebooks in Web Applications - Issue #7
Hi everyone! Hope you are all doing well! In this newsletter issue, I'll discuss some of my recent experiments with attempting to render beautiful…
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Victor Dibia
Deep Learning Models that Write Code - Issue #6
Consider the following scenario - You write a comment "create a function that fetches all machine learning tweets and saves it to a file", and a deep…
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Victor Dibia
Interesting Advances in Consumer VR, Making VR Apps - Issue #5
What is the state of consumer VR devices and how easy is it to write VR apps today? I was curious about these questions and this newsletter issue…
 • 
Victor Dibia
Implementing Extractive Text Summarization with BERT- Issue #4
Across many business and practical use cases, we might want to automatically generate short, abbreviated versions of some long text. It turns out you…
 • 
Victor Dibia
Designing with Machine Learning
Designing with Machine Learning
Organized thoughts on building/designing apps that integrate machine learning models.
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Designing with Machine Learning

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