Name: Fareed Khan
Type: User
Bio: A data scientist with expertise in ML, DL, NLP, RL, Big Data, Cloud and a strong commitment to contributing to and supporting open-source communities.
Location: Karachi, Pakistan
Blog: fareedkhan-dev.github.io/portfolio/
Fareed Khan's Projects
Building a 2.3M-parameter LLM from scratch with LLaMA 1 architecture.
This project is for 2024 AI Competition by Team name Zevar
The original data contains 500k conversations, but this is just a sample. You can download the 10k dataset with personal and sensitive information removed.
This app uses the GenerativeAI library to correct spelling mistakes in the input 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.
This is a blog written for ML-2 Project i.e, Analysis of Distribution-based Clustering Methods
This project is based on docker image of apache hive, showing all the basic commands to understand hive queries.
APReL: Active preference-based reward learning for human-robot interaction. Utilizing "Mountain Car" environment, learn from human preferences to reach the goal state. Applications in robotics and adaptability to other learning methods.
LLM Based NLP Library.
transformer again in the same manner as I did in my previous blog (for both coders and non-coders), providing a complete guide with a step-by-step approach to understanding how they work.
LLaMA 3 is one of the most promising open-source model after Mistral, we will recreate it's architecture in a simpler manner.
Talking Graphs: Your Data Speaks Up
This repository uses TensorFlow and Keras to classify clothing items. It includes a simple neural network model for image classification of shirts, pants, shoes, and trousers. The code provides dataset loading, preprocessing, model training, and evaluation. It's a beginner-friendly resource for clothing classification using TensorFlow and Keras.
This project focuses on generating a diverse and realistic dataset for computer vision training using ChatGPT and a realistic vision image generation model. The process involves dynamically creating prompts, utilizing ChatGPT to generate image descriptions, and generating images based on those descriptions.
an opinionated npm package initializer
Building a 2.3M-parameter LLM from scratch with LLaMA 1 architecture.
Implemented a stable diffusion architecture using PyTorch.
cuML - RAPIDS Machine Learning Library
Curated list of design and UI resources from stock photos, web templates, CSS frameworks, UI libraries, tools and much more
Some words that LLM regularly uses
DigiArt is a powerful AI image generator built on top of Stable Diffusion. This repository offers a free demo utilizing Clipdrop for non-commercial use, allowing users to generate stunning digital artwork.
this is a frontend of digiart webui
View the live preview here: https://fareedkhan-dev.github.io/facebook-login-page-ui/
Config files for my GitHub profile.