Khang Pham – Medium

Khang Pham
in
Artificial Intelligence in Plain English

Quantization and LLMs — Condensing Models to Manageable Sizes

Deploying and operating complex models can get computationally costly. Here is where quantization comes in handy.

7 min readApr 23, 2024

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Quantization and LLMs — Condensing Models to Manageable Sizes

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Khang Pham
in
Artificial Intelligence in Plain English

Diffusion and Denoising — Explaining Text-to-Image Generative AI

Denoising diffusion models are trained to pull patterns out of noise, to generate a desirable image.

8 min readApr 8, 2024

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Diffusion and Denoising — Explaining Text-to-Image Generative AI

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Khang Pham
in
Artificial Intelligence in Plain English

Extractive Summarization with LLM using BERT

Learn how you can pull key sentences out of a corpus of text using BERT Summarization.

8 min readMar 6, 2024

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Extractive Summarization with LLM using BERT

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Khang Pham
in
Artificial Intelligence in Plain English

Vector Database for LLMs, Generative AI, and Deep Learning

6 min readFeb 21, 2024

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Vector Database for LLMs, Generative AI, and Deep Learning

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Khang Pham
in
Artificial Intelligence in Plain English

How to Install ColabFold & Run AI Protein Folding Locally

Instead of relying on Google Colab, we’ll go go through the step-by-step process of deploying ColabFold locally on your own on-prem…

9 min readJan 18, 2024

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How to Install ColabFold & Run AI Protein Folding Locally

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Khang Pham
in
Artificial Intelligence in Plain English

Question Answering Tutorial with Hugging Face BERT | Exxact Blog

In this tutorial, we will build a Question Answering AI using context enabling it to tackle and respond to a broader spectrum of inquiries.

6 min readDec 6, 2023

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Question Answering Tutorial with Hugging Face BERT

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Khang Pham

Don’t Make These Mistakes in AI Development

Here are 10 AI development mistakes you should be aware of to ensure you develop your very best AI model.

9 min readJul 13, 2023

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Don’t Make These Mistakes in AI Development

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Khang Pham

How the Healthcare and Genomics Industry Innovates with Machine Learning and AI

Learn more about how AI is innovating drug discovery, genomics, and protein folding.

8 min readJul 8, 2023

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How the Healthcare and Genomics Industry Innovates with Machine Learning and AI

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Khang Pham

CPU vs GPU Intensive Applications

Learn about CPU vs GPU intensive applications, and why each is best suited for particular tasks.

10 min readJun 1, 2023

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CPU vs GPU Intensive Applications

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Khang Pham

Protein Structure Prediction & Drug Discovery with AlphaFold and RoseTTAFold

11 min readMay 16, 2023

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Protein Structure Prediction & Drug Discovery with AlphaFold and RoseTTAFold

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Khang Pham

Khang Pham

Tech marketer by day, father and husband by night, mountain biker and snowboarder whenever possible. Currently at Exxact Corporation.

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