KaidDuong

a-picture-is-worth-a-1000-words

I am trying to describe complex matters in simple doodles!

A-to-Z-Resources-for-Students

Curated list of resources for college students :octocat: Show your :heart: by giving a :star:

box-plots-sklearn

An implementation of some of the tools used by the winner of the box plots competition using scikit-learn.

course-resources-ml-with-experts-budgets

Further student resources for DrivenData's 'Machine Learning with the Experts: School Budgets' DataCamp course.

data-science

:bar_chart: Path to a free self-taught education in Data Science!

PHP_LOGIN_SYSTEM

A sample login system with user registration

pyimagesearch

Diving into PyImageSearch

PyImageSearch-CV-DL-CrashCourse

Repository for PyImageSearch Crash Course on Computer Vision and Deep Learning

PyImageSearch-Gurus-Course

Learning computer vision

KaidDuong/BitDelta

KaidDuong/BitMat

An efficent implementation of the method proposed in "The Era of 1-bit LLMs"

KaidDuong/CatVTON

CatVTON is a simple and efficient virtual try-on diffusion model with 1) Lightweight Network (899.06M parameters totally), 2) Parameter-Efficient Training (49.57M parameters trainable) and 3) Simplified Inference (< 8G VRAM for 1024X768 resolution).

KaidDuong/cotengra

Hyper optimized contraction trees for large tensor networks and einsums

KaidDuong/DiffIR2VR-Zero

KaidDuong/dspy

DSPy: The framework for programming—not prompting—foundation models

KaidDuong/EDTalk

[ECCV 2024] EDTalk - Official PyTorch Implementation

KaidDuong/gemma-2B-10M

Gemma 2B with 10M context length using Infini-attention.

KaidDuong/hallo

Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation

KaidDuong/hqq

Official implementation of Half-Quadratic Quantization (HQQ)

KaidDuong/hqq-memory-efficient-quantization

Script for HQQification of mixtral from HF's shards

KaidDuong/IMAGDressing

👔IMAGDressing👔: Interactive Modular Apparel Generation for Virtual Dressing

KaidDuong/lite.ai.toolkit

🛠 A lite C++ toolkit of awesome AI models, support ONNXRuntime, MNN, TNN, NCNN and TensorRT.

KaidDuong/MagicTime

MagicTime: Time-lapse Video Generation Models as Metamorphic Simulators

KaidDuong/MimicMotion

High-Quality Human Motion Video Generation with Confidence-aware Pose Guidance

KaidDuong/mirage

A multi-level tensor algebra superoptimizer

KaidDuong/mlc-en

KaidDuong/mlc-llm

Universal LLM Deployment Engine with ML Compilation

KaidDuong/MLCompilation

KaidDuong/mlcompile

KaidDuong/ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

KaidDuong/onediff

OneDiff: An out-of-the-box acceleration library for diffusion models.

KaidDuong/Open-Sora

Building your own video generation model like OpenAI's Sora

KaidDuong/TensorRT-Model-Optimizer

TensorRT Model Optimizer is a unified library of state-of-the-art model optimization techniques such as quantization and sparsity. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM or TensorRT to optimize inference speed on NVIDIA GPUs.

KaidDuong/UNIFEI-IESTI01-TinyML-2023.1

TinyML - Machine Learning for Embedding Devices

KaidDuong/unsloth

2-5X faster 80% less memory LLM finetuning

KaidDuong/VideoMamba

VideoMamba: State Space Model for Efficient Video Understanding

KaidDuong/VidProM

VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models

KaidDuong/VILA

VILA - a multi-image visual language model with training, inference and evaluation recipe, deployable from cloud to edge (Jetson Orin and laptops)

KaidDuong/web-stable-diffusion

Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.