Fareed Khan's repositories
AI-text-to-video-model-from-scratch
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.
create-million-parameter-llm-from-scratch
Building a 2.3M-parameter LLM from scratch with LLaMA 1 architecture.
basiclingua-LLM-Based-NLP
LLM Based NLP Library.
Building-llama3-from-scratch
LLaMA 3 is one of the most promising open-source model after Mistral, we will recreate it's architecture in a simpler manner.
Detect-AI-text-Easily
Some words that LLM regularly uses
Most-powerful-NLP-library
Gemini, as capable as GPT-4, provides a free API with limited access. I tested it with the help of prompt engineering and found that it can solve almost any NLP task you want to tackle.
create-stable-diffusion-from-scratch
Implemented a stable diffusion architecture using PyTorch.
gemini-AI-copilot
Intelligent Help for Efficient Programming
Gemini-AI-chatbot
This web application is designed to facilitate seamless communication with the Gemini API, and it's available for free.
create-high-quality-dataset-for-computer-vision
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.
Free-GenAI-APIs-in-2024
We have listed some of the free and powerful GenAI APIs and explore their benefit and usage.
Reinforcement-Learning-on-Frozen-Lake-v1-openAI-gym
Using the OpenAI Gym library, I implemented two reinforcement learning algorithms in the Frozen Lake environment.
Improve-Weak-LLM-Using-SPIN-Technique
After RLHF and SFT show promising results, a new technique named SPIN is invented for 2024
Solve-LLM-Knowledge-Cutoff
A Classification Approach: Making LLM Knowledge-Aware
AI-Spell-Checker
This app uses the GenerativeAI library to correct spelling mistakes in the input text.
Understanding-Transformers-Step-by-Step-math-example
Understanding Large Language Transformer Architecture like a child
2.3-million-parameter-llm-depriac
Building a 2.3M-parameter LLM from scratch with LLaMA 1 architecture.
AI-Chatbot-Conversation-Dataset
The original data contains 500k conversations, but this is just a sample. You can download the 10k dataset with personal and sensitive information removed.
best-introduction-to-transformer
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.
OpenAI-API-Cost-Reduction-Strategies
Strategies to significantly reduce your OpenAI API costs.
openai-cookbook
Examples and guides for using the OpenAI API
ReactApp-SearchUser
A simple react project. Live preview - https://fareedkhan-dev.github.io/ReactApp-SearchUser/
Responsive-Portfolio-Website
A simple, clean and responsive portfolio website for developers to showcase their projects. Live-Preview-Link-For-The-Website: https://fareedkhan-dev.github.io/Responsive-Portfolio-Website/
speed_up_your_RAG_app
Speed up your RAG by performing cosine similarity parallel on your CPU Cores
2024-AI-Challenge-Zevar
This project is for 2024 AI Competition by Team name Zevar
FareedKhan-dev
Config files for my GitHub profile.
ICD-MSMN-Updated
Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]
NLP-1K-Stories-Dataset-Genres-100
This repository hosts a diverse NLP dataset comprising 1,000 stories spanning 100 genres for comprehensive language understanding tasks.