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Install NodeJs

curl -sL https://deb.nodesource.com/setup_16.x -o nodesource_setup.sh
sudo bash nodesource_setup.sh
sudo apt-get install nodejs -y

Install Docker

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Person:

• What is Generative AI?

ChatGPT:

• Generative AI refers to a subset of artificial intelligence (AI) techniques and models that are designed to generate new, original content or data that resembles human-created content. These models are capable of producing text, images, audio, and even other forms of data, often with a high degree of creativity and realism. Generative AI has made significant advancements in recent years, thanks in part to deep learning and neural network architectures.

One of the most prominent types of generative AI models is the Generative Adversarial Network (GAN), introduced by Ian Goodfellow and his colleagues in 2014. GANs consist of two neural networks, a generator and a discriminator, which work in opposition to each other. The generator tries to create content that is indistinguishable from real data, while the discriminator tries to differentiate between real and generated data. This adversarial process helps the generator improve its output over time.

Applications o

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Notebook

Theory

LLM

• Build LLM from scratch in Python using createllm package - https://pythonscholar.com/build-a-large-language-model-from-scratch/
• Private LLM using databricks-dolly-15k (approximately 15,000 instruction/response fine-tuning records) - https://www.leewayhertz.com/build-private-llm/
• The Emergence Of Large Language Model (LLM) API Build Frameworks - https://cobusgreyling.medium.com/the-emergence-of-large-language-model-llm-api-build-frameworks-78d83d68eeda
• Corpus size and LLM - https://genai.stackexchange.com/q/613/2269

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Instructions

1. Set pull token and login with docker using the following command

$env:CR_PAT = "your_token"
$env:CR_PAT | docker login ghcr.io -u USERNAME --password-stdin

2. In launch/conf/platform.env, uncomment and set KAFKA_TAG=7.7.0