Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama for WhatsApp & Messenger.
<Foundations of Computer Vision> Book
The Little Book of Reinforcement Learning
Implement a reasoning LLM in PyTorch from scratch, step by step
The simplest, fastest repository for training/finetuning medium-sized GPTs.
This is the official code and supplementary materials for our AAAI-2024 paper: MASTER: Market-Guided Stock Transformer for Stock Price Forecasting. MASTER is a stock transformer for stock price forecasting, which models the momentary and cross-time stock correlation and guide feature selection with market information.
"Probabilistic Machine Learning" - a book series by Kevin Murphy
Pen and paper exercises in machine learning
Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
Python code for "Probabilistic Machine learning" book by Kevin Murphy
The best ChatGPT that $100 can buy.
A technical report on convolution arithmetic in the context of deep learning
R.L. methods and techniques.
implementations of some research papers 😴😴
Nano vLLM
ArduPlane, ArduCopter, ArduRover, ArduSub source
A self-healing internet switch that automatically resets the connection when a failure is detected, ensuring continuous uptime without human intervention.
Port of OpenAI's Whisper model in C/C++
Pytorch implementation of set transformer
CAD modeling for Jupyter
POC FOR HACK COGES MYKEY WITH FLIPPER ZERO
Simple and easy to understand PyTorch implementation of Vision Transformer (ViT) from scratch, with detailed steps. Tested on common datasets like MNIST, CIFAR10, and more.
This series will take you on a journey from the fundamentals of NLP and Computer Vision to the cutting edge of Vision-Language Models.
This repository contains demos I made with the Transformers library by HuggingFace.
Minimal GPT (~350 lines with a simple task to test it)
D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement 💥💥💥
Cybersources is a repository that curates a comprehensive collection of cybersecurity tools and resources, aiming to enhance knowledge, skills, and collaboration within the cybersecurity community.
This repo implements and trains Vision Transformer (VIT) on a synthetically generated dataset which has colored mnist images on texture backgrounds
Looking for those jamming files that were removed from custom firmwares? Here they are. Only for educational purposes, of course.