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Prashant Ram

Understanding the Transformer Architecture in AI Models

A deep dive into the internal workings of the Transformer Architecture Model (including architecture models of GPT, Bert, and BART)

16 min readMar 22, 2024

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Understanding the Transformer Architecture in AI Models

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Prashant Ram

Understanding Parameters, Context Size, Tokens, Temperature, Shots, CoT prompts, GSM8k, MMLU.

What do terms like temperature, shots, parameters eg. 7B, 13B, 70B, and Benchmarks (GSM8K, MMLU), CoT, Autoregressive LLMs actually mean.

16 min readMar 20, 2024

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Understanding Parameters, Context Size, Tokens, Temperature, Shots, CoT prompts, GSM8k, MMLU.

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Prashant Ram

What are Transformers in AI Models?

Looking under the hood of GPT (Generative Pre-trained Transformer)

5 min readMar 19, 2024

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What are Transformers in AI Models?

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Prashant Ram
in
Blockchain Bistro

What is NLP (Natural Language Processing)? What is the difference between NLP and LLMs?

Understanding NLP Models, LLMs, AI Architectures (RNN, LSTM, Transformers), and reviewing ChatGPT vs. Gemini vs. Claude vs. Llama 2 vs…

12 min readMar 16, 2024

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What is NLP (Natural Language Processing)? What is the difference between NLP and LLMs?

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Prashant Ram

Server Side Rendering (SSR) vs. Client Side Rendering (CSR) vs. Pre-Rendering using Static Site…

Examining the concepts of Traditional Server Side Rendering (SSR), Static Rendering, SSR at build time, Incremental Static…

17 min readOct 19, 2021

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Server Side Rendering (SSR) vs. Client Side Rendering (CSR) vs. Pre-Rendering using Static Site…

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Prashant Ram

What is HTTPS ? and how does HTTPS work?

A simplified explanation of HTTPS, Certificate Authority, Digital Signatures, and the PKI Infrastructure

12 min readSep 22, 2021

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What is HTTPS ? and how does HTTPS work?

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Prashant Ram

How to implement Google Authentication in Node JS using Passport JS

How to quickly implement “Sign in with Google” in your NodeJS (Express JS) application, using Passport JS

6 min readSep 17, 2021

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How to implement Google Authentication in Node JS using Passport JS

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Prashant Ram

Node JS with Passport Authentication simplified

Quickly and easily integrate Passport Authentication into your Node JS application — a clear and simple explanation of Passport JS!

10 min readSep 16, 2021

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Node JS with Passport Authentication simplified

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Prashant Ram

Difference between Session Cookies vs. JWT (JSON Web Tokens), for session management.

“Http” is a “stateless” protocol, in that every http call made to a server is like a fresh call, with no memory or “state” of the previous…

7 min readSep 14, 2021

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Difference between Session Cookies vs. JWT (JSON Web Tokens), for session management.

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Prashant Ram

A simple Registration and Login backend using NodeJS and MySQL

How to create a simple (but production grade) registration and authentication (i.e. login) backend in NodeJS and MySQL — from scratch in…

12 min readAug 29, 2021

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A simple Registration and Login backend using NodeJS and MySQL

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Prashant Ram

Prashant Ram

Technologist, Author, Speaker-with a passion for learning new things every day. Specializing in helping Startups and Enterprises move to the modern web!

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