Fareed Khan

Implementation of all RAG techniques in a simpler way

Building DeepSeek R1 from Scratch

Implementation of all RL algorithms in a simpler way

A straightforward method for training your LLM, from downloading data to generating text.

In this blog, we will build a small scale text-to-video model from scratch. We will input a text prompt, and our trained model will generate a video based on that prompt.

Building a 2.3M-parameter LLM from scratch with LLaMA 1 architecture.

LLaMA 3 is one of the most promising open-source model after Mistral, we will recreate it's architecture in a simpler manner.

LLM Based NLP Library.

Some words that LLM regularly uses

Implemented a stable diffusion architecture using PyTorch.